Spaces:
Running
Running
| { | |
| "edges": [ | |
| { | |
| "id": "Import Parquet 1 Train/test split 1", | |
| "source": "Import Parquet 1", | |
| "sourceHandle": "output", | |
| "target": "Train/test split 1", | |
| "targetHandle": "bundle" | |
| }, | |
| { | |
| "id": "Train/test split 1 Define model 1", | |
| "source": "Train/test split 1", | |
| "sourceHandle": "output", | |
| "target": "Define model 1", | |
| "targetHandle": "bundle" | |
| }, | |
| { | |
| "id": "Define model 1 Train model 2", | |
| "source": "Define model 1", | |
| "sourceHandle": "output", | |
| "target": "Train model 2", | |
| "targetHandle": "bundle" | |
| }, | |
| { | |
| "id": "Train model 2 Model inference 1", | |
| "source": "Train model 2", | |
| "sourceHandle": "output", | |
| "target": "Model inference 1", | |
| "targetHandle": "bundle" | |
| }, | |
| { | |
| "id": "Train model 2 View loss 1", | |
| "source": "Train model 2", | |
| "sourceHandle": "output", | |
| "target": "View loss 1", | |
| "targetHandle": "bundle" | |
| }, | |
| { | |
| "id": "Model inference 1 View tables 1", | |
| "source": "Model inference 1", | |
| "sourceHandle": "output", | |
| "target": "View tables 1", | |
| "targetHandle": "bundle" | |
| }, | |
| { | |
| "id": "Model inference 1 View vectors 1", | |
| "source": "Model inference 1", | |
| "sourceHandle": "output", | |
| "target": "View vectors 1", | |
| "targetHandle": "bundle" | |
| } | |
| ], | |
| "env": "LynxKite Graph Analytics", | |
| "nodes": [ | |
| { | |
| "_data": { | |
| "__execution_delay": 0.0, | |
| "collapsed": null, | |
| "display": null, | |
| "error": null, | |
| "input_metadata": [ | |
| { | |
| "dataframes": { | |
| "df": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| } | |
| }, | |
| "other": {}, | |
| "relations": [] | |
| } | |
| ], | |
| "meta": { | |
| "inputs": { | |
| "bundle": { | |
| "name": "bundle", | |
| "position": "left", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.core.Bundle'>" | |
| } | |
| } | |
| }, | |
| "name": "Train/test split", | |
| "outputs": { | |
| "output": { | |
| "name": "output", | |
| "position": "right", | |
| "type": { | |
| "type": "None" | |
| } | |
| } | |
| }, | |
| "params": { | |
| "table_name": { | |
| "default": null, | |
| "name": "table_name", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| }, | |
| "test_ratio": { | |
| "default": 0.1, | |
| "name": "test_ratio", | |
| "type": { | |
| "type": "<class 'float'>" | |
| } | |
| } | |
| }, | |
| "type": "basic" | |
| }, | |
| "params": { | |
| "table_name": "df", | |
| "test_ratio": 0.1 | |
| }, | |
| "status": "done", | |
| "title": "Train/test split" | |
| }, | |
| "data": { | |
| "__execution_delay": 0.0, | |
| "collapsed": null, | |
| "display": null, | |
| "error": null, | |
| "input_metadata": [ | |
| { | |
| "dataframes": { | |
| "df": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| } | |
| }, | |
| "other": {}, | |
| "relations": [] | |
| } | |
| ], | |
| "meta": { | |
| "color": "orange", | |
| "inputs": [ | |
| { | |
| "name": "bundle", | |
| "position": "left", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.core.Bundle'>" | |
| } | |
| } | |
| ], | |
| "name": "Train/test split", | |
| "outputs": [ | |
| { | |
| "name": "output", | |
| "position": "right", | |
| "type": { | |
| "type": "None" | |
| } | |
| } | |
| ], | |
| "params": [ | |
| { | |
| "default": null, | |
| "name": "table_name", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| }, | |
| { | |
| "default": 0.1, | |
| "name": "test_ratio", | |
| "type": { | |
| "type": "<class 'float'>" | |
| } | |
| } | |
| ], | |
| "type": "basic" | |
| }, | |
| "params": { | |
| "table_name": "df", | |
| "test_ratio": "0.3" | |
| }, | |
| "status": "done", | |
| "title": "Train/test split" | |
| }, | |
| "dragHandle": ".bg-primary", | |
| "height": 282.0, | |
| "id": "Train/test split 1", | |
| "position": { | |
| "x": 349.77298999520514, | |
| "y": 258.3247498801284 | |
| }, | |
| "type": "basic", | |
| "width": 259.0 | |
| }, | |
| { | |
| "_data": { | |
| "__execution_delay": 0.0, | |
| "collapsed": null, | |
| "display": null, | |
| "error": null, | |
| "input_metadata": [], | |
| "meta": { | |
| "inputs": {}, | |
| "name": "Import Parquet", | |
| "outputs": { | |
| "output": { | |
| "name": "output", | |
| "position": "right", | |
| "type": { | |
| "type": "None" | |
| } | |
| } | |
| }, | |
| "params": { | |
| "filename": { | |
| "default": null, | |
| "name": "filename", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| } | |
| }, | |
| "type": "basic" | |
| }, | |
| "params": { | |
| "filename": "uploads/plus-one-dataset.parquet" | |
| }, | |
| "status": "done", | |
| "title": "Import Parquet" | |
| }, | |
| "data": { | |
| "__execution_delay": 0.0, | |
| "collapsed": null, | |
| "display": null, | |
| "error": null, | |
| "input_metadata": [], | |
| "meta": { | |
| "color": "orange", | |
| "inputs": [], | |
| "name": "Import Parquet", | |
| "outputs": [ | |
| { | |
| "name": "output", | |
| "position": "right", | |
| "type": { | |
| "type": "None" | |
| } | |
| } | |
| ], | |
| "params": [ | |
| { | |
| "default": null, | |
| "name": "filename", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| } | |
| ], | |
| "type": "basic" | |
| }, | |
| "params": { | |
| "filename": "uploads/plus-one-dataset.parquet" | |
| }, | |
| "status": "done", | |
| "title": "Import Parquet" | |
| }, | |
| "dragHandle": ".bg-primary", | |
| "height": 403.0, | |
| "id": "Import Parquet 1", | |
| "position": { | |
| "x": -168.95660213591873, | |
| "y": 144.52262349510613 | |
| }, | |
| "type": "basic", | |
| "width": 371.0 | |
| }, | |
| { | |
| "_data": { | |
| "__execution_delay": 0.0, | |
| "collapsed": null, | |
| "display": null, | |
| "error": null, | |
| "input_metadata": [ | |
| { | |
| "dataframes": { | |
| "df": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_test": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_train": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| } | |
| }, | |
| "other": {}, | |
| "relations": [] | |
| } | |
| ], | |
| "meta": { | |
| "inputs": { | |
| "bundle": { | |
| "name": "bundle", | |
| "position": "left", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.core.Bundle'>" | |
| } | |
| } | |
| }, | |
| "name": "Define model", | |
| "outputs": { | |
| "output": { | |
| "name": "output", | |
| "position": "right", | |
| "type": { | |
| "type": "None" | |
| } | |
| } | |
| }, | |
| "params": { | |
| "model_workspace": { | |
| "default": null, | |
| "name": "model_workspace", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| }, | |
| "save_as": { | |
| "default": "model", | |
| "name": "save_as", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| } | |
| }, | |
| "type": "basic" | |
| }, | |
| "params": { | |
| "model_workspace": "Model definition", | |
| "save_as": "model" | |
| }, | |
| "status": "done", | |
| "title": "Define model" | |
| }, | |
| "data": { | |
| "__execution_delay": 0.0, | |
| "collapsed": null, | |
| "display": null, | |
| "error": null, | |
| "input_metadata": [ | |
| { | |
| "dataframes": { | |
| "df": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_test": { | |
| "columns": [ | |
| "index", | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_train": { | |
| "columns": [ | |
| "index", | |
| "x", | |
| "y" | |
| ] | |
| } | |
| }, | |
| "other": {}, | |
| "relations": [] | |
| } | |
| ], | |
| "meta": { | |
| "color": "orange", | |
| "inputs": [ | |
| { | |
| "name": "bundle", | |
| "position": "left", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.core.Bundle'>" | |
| } | |
| } | |
| ], | |
| "name": "Define model", | |
| "outputs": [ | |
| { | |
| "name": "output", | |
| "position": "right", | |
| "type": { | |
| "type": "None" | |
| } | |
| } | |
| ], | |
| "params": [ | |
| { | |
| "default": null, | |
| "name": "model_workspace", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| }, | |
| { | |
| "default": "model", | |
| "name": "save_as", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| } | |
| ], | |
| "type": "basic" | |
| }, | |
| "params": { | |
| "model_workspace": "Model definition", | |
| "save_as": "model" | |
| }, | |
| "status": "done", | |
| "title": "Define model" | |
| }, | |
| "dragHandle": ".bg-primary", | |
| "height": 537.0, | |
| "id": "Define model 1", | |
| "position": { | |
| "x": 769.5394853864134, | |
| "y": 236.40899954470228 | |
| }, | |
| "type": "basic", | |
| "width": 498.0 | |
| }, | |
| { | |
| "_data": { | |
| "__execution_delay": 0.0, | |
| "collapsed": null, | |
| "display": null, | |
| "error": null, | |
| "input_metadata": [ | |
| { | |
| "dataframes": { | |
| "df": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_test": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_train": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| } | |
| }, | |
| "other": { | |
| "model": { | |
| "model": { | |
| "inputs": [ | |
| "Input__tensor_1_output" | |
| ], | |
| "loss_inputs": [ | |
| "Output_1_x", | |
| "Input__tensor_3_output" | |
| ], | |
| "outputs": [ | |
| "Output_1_x" | |
| ], | |
| "trained": false | |
| }, | |
| "type": "model" | |
| } | |
| }, | |
| "relations": [] | |
| } | |
| ], | |
| "meta": { | |
| "inputs": { | |
| "bundle": { | |
| "name": "bundle", | |
| "position": "left", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.core.Bundle'>" | |
| } | |
| } | |
| }, | |
| "name": "Train model", | |
| "outputs": { | |
| "output": { | |
| "name": "output", | |
| "position": "right", | |
| "type": { | |
| "type": "None" | |
| } | |
| } | |
| }, | |
| "params": { | |
| "epochs": { | |
| "default": 1.0, | |
| "name": "epochs", | |
| "type": { | |
| "type": "<class 'int'>" | |
| } | |
| }, | |
| "input_mapping": { | |
| "default": null, | |
| "name": "input_mapping", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.lynxkite_ops.ModelTrainingInputMapping'>" | |
| } | |
| }, | |
| "model_name": { | |
| "default": "model", | |
| "name": "model_name", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| } | |
| }, | |
| "type": "basic" | |
| }, | |
| "params": { | |
| "epochs": "501", | |
| "input_mapping": "{\"map\":{\"Input__tensor_1_output\":{\"df\":\"df_train\",\"column\":\"x\"},\"Input__tensor_3_output\":{\"df\":\"df_train\",\"column\":\"y\"}}}", | |
| "model_name": "model" | |
| }, | |
| "status": "done", | |
| "title": "Train model" | |
| }, | |
| "data": { | |
| "__execution_delay": 0.0, | |
| "collapsed": null, | |
| "display": null, | |
| "error": null, | |
| "input_metadata": [ | |
| { | |
| "dataframes": { | |
| "df": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_test": { | |
| "columns": [ | |
| "index", | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_train": { | |
| "columns": [ | |
| "index", | |
| "x", | |
| "y" | |
| ] | |
| } | |
| }, | |
| "other": { | |
| "model": { | |
| "model": { | |
| "inputs": [ | |
| "Input__tensor_1_output" | |
| ], | |
| "loss_inputs": [ | |
| "Input__tensor_3_output", | |
| "Output_1_x" | |
| ], | |
| "outputs": [ | |
| "Output_1_x" | |
| ], | |
| "trained": false | |
| }, | |
| "type": "model" | |
| } | |
| }, | |
| "relations": [] | |
| } | |
| ], | |
| "meta": { | |
| "color": "orange", | |
| "inputs": [ | |
| { | |
| "name": "bundle", | |
| "position": "left", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.core.Bundle'>" | |
| } | |
| } | |
| ], | |
| "name": "Train model", | |
| "outputs": [ | |
| { | |
| "name": "output", | |
| "position": "right", | |
| "type": { | |
| "type": "None" | |
| } | |
| } | |
| ], | |
| "params": [ | |
| { | |
| "default": "model", | |
| "name": "model_name", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| }, | |
| { | |
| "default": null, | |
| "name": "input_mapping", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.ml_ops.ModelTrainingInputMapping'>" | |
| } | |
| }, | |
| { | |
| "default": 1.0, | |
| "name": "epochs", | |
| "type": { | |
| "type": "<class 'int'>" | |
| } | |
| } | |
| ], | |
| "type": "basic" | |
| }, | |
| "params": { | |
| "epochs": "200", | |
| "input_mapping": "{\"map\":{\"Input__tensor_1_output\":{\"df\":\"df_train\",\"column\":\"x\"},\"Input__tensor_3_output\":{\"df\":\"df_train\",\"column\":\"y\"}}}", | |
| "model_name": "model" | |
| }, | |
| "status": "done", | |
| "title": "Train model" | |
| }, | |
| "dragHandle": ".bg-primary", | |
| "height": 604.0, | |
| "id": "Train model 2", | |
| "position": { | |
| "x": 1377.350062704532, | |
| "y": 9.630668396614158 | |
| }, | |
| "type": "basic", | |
| "width": 586.0 | |
| }, | |
| { | |
| "_data": { | |
| "__execution_delay": 0.0, | |
| "collapsed": null, | |
| "display": null, | |
| "error": null, | |
| "input_metadata": [ | |
| { | |
| "dataframes": { | |
| "df": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_test": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_train": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "training": { | |
| "columns": [ | |
| "training_loss" | |
| ] | |
| } | |
| }, | |
| "other": { | |
| "model": { | |
| "model": { | |
| "inputs": [ | |
| "Input__tensor_1_output" | |
| ], | |
| "loss_inputs": [ | |
| "Output_1_x", | |
| "Input__tensor_3_output" | |
| ], | |
| "outputs": [ | |
| "Output_1_x" | |
| ], | |
| "trained": true | |
| }, | |
| "type": "model" | |
| } | |
| }, | |
| "relations": [] | |
| } | |
| ], | |
| "meta": { | |
| "inputs": { | |
| "bundle": { | |
| "name": "bundle", | |
| "position": "left", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.core.Bundle'>" | |
| } | |
| } | |
| }, | |
| "name": "Model inference", | |
| "outputs": { | |
| "output": { | |
| "name": "output", | |
| "position": "right", | |
| "type": { | |
| "type": "None" | |
| } | |
| } | |
| }, | |
| "params": { | |
| "input_mapping": { | |
| "default": null, | |
| "name": "input_mapping", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.lynxkite_ops.ModelInferenceInputMapping'>" | |
| } | |
| }, | |
| "model_name": { | |
| "default": "model", | |
| "name": "model_name", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| }, | |
| "output_mapping": { | |
| "default": null, | |
| "name": "output_mapping", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.lynxkite_ops.ModelOutputMapping'>" | |
| } | |
| } | |
| }, | |
| "type": "basic" | |
| }, | |
| "params": { | |
| "input_mapping": "{\"map\":{\"Input__tensor_1_output\":{\"df\":\"df_test\",\"column\":\"x\"}}}", | |
| "model_name": "model", | |
| "output_mapping": "{\"map\":{\"Output_1_x\":{\"df\":\"df_test\",\"column\":\"pred\"}}}" | |
| }, | |
| "status": "done", | |
| "title": "Model inference" | |
| }, | |
| "data": { | |
| "__execution_delay": 0.0, | |
| "collapsed": null, | |
| "display": null, | |
| "error": null, | |
| "input_metadata": [ | |
| { | |
| "dataframes": { | |
| "df": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_test": { | |
| "columns": [ | |
| "index", | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_train": { | |
| "columns": [ | |
| "index", | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "training": { | |
| "columns": [ | |
| "training_loss" | |
| ] | |
| } | |
| }, | |
| "other": { | |
| "model": { | |
| "model": { | |
| "inputs": [ | |
| "Input__tensor_1_output" | |
| ], | |
| "loss_inputs": [ | |
| "Input__tensor_3_output", | |
| "Output_1_x" | |
| ], | |
| "outputs": [ | |
| "Output_1_x" | |
| ], | |
| "trained": true | |
| }, | |
| "type": "model" | |
| } | |
| }, | |
| "relations": [] | |
| } | |
| ], | |
| "meta": { | |
| "color": "orange", | |
| "inputs": [ | |
| { | |
| "name": "bundle", | |
| "position": "left", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.core.Bundle'>" | |
| } | |
| } | |
| ], | |
| "name": "Model inference", | |
| "outputs": [ | |
| { | |
| "name": "output", | |
| "position": "right", | |
| "type": { | |
| "type": "None" | |
| } | |
| } | |
| ], | |
| "params": [ | |
| { | |
| "default": "model", | |
| "name": "model_name", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| }, | |
| { | |
| "default": null, | |
| "name": "input_mapping", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.ml_ops.ModelInferenceInputMapping'>" | |
| } | |
| }, | |
| { | |
| "default": null, | |
| "name": "output_mapping", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.ml_ops.ModelOutputMapping'>" | |
| } | |
| } | |
| ], | |
| "type": "basic" | |
| }, | |
| "params": { | |
| "input_mapping": "{\"map\":{\"Input__tensor_1_output\":{\"df\":\"df_test\",\"column\":\"x\"}}}", | |
| "model_name": "model", | |
| "output_mapping": "{\"map\":{\"Output_1_x\":{\"df\":\"df_test\",\"column\":\"pred\"}}}" | |
| }, | |
| "status": "done", | |
| "title": "Model inference" | |
| }, | |
| "dragHandle": ".bg-primary", | |
| "height": 650.0, | |
| "id": "Model inference 1", | |
| "position": { | |
| "x": 2181.718373860645, | |
| "y": -69.44701793295484 | |
| }, | |
| "type": "basic", | |
| "width": 529.0 | |
| }, | |
| { | |
| "_data": { | |
| "__execution_delay": null, | |
| "collapsed": false, | |
| "display": { | |
| "series": [ | |
| { | |
| "data": [ | |
| 5.194248676300049, | |
| 4.732226848602295, | |
| 4.301504611968994, | |
| 3.9289824962615967, | |
| 3.6416826248168945, | |
| 3.4493889808654785, | |
| 3.339247703552246, | |
| 3.2848846912384033, | |
| 3.2611656188964844, | |
| 3.251643180847168, | |
| 3.2479231357574463, | |
| 3.2463886737823486, | |
| 3.245635986328125, | |
| 3.245159149169922, | |
| 3.2447798252105713, | |
| 3.2444353103637695, | |
| 3.2441060543060303, | |
| 3.2437832355499268, | |
| 3.243464469909668, | |
| 3.243149518966675, | |
| 3.2428362369537354, | |
| 3.242525339126587, | |
| 3.2422165870666504, | |
| 3.241910457611084, | |
| 3.2416069507598877, | |
| 3.2413055896759033, | |
| 3.2410058975219727, | |
| 3.240708112716675, | |
| 3.2404117584228516, | |
| 3.2401177883148193, | |
| 3.239825487136841, | |
| 3.239534616470337, | |
| 3.239245653152466, | |
| 3.2389581203460693, | |
| 3.238672971725464, | |
| 3.238389015197754, | |
| 3.2381069660186768, | |
| 3.237826108932495, | |
| 3.2375471591949463, | |
| 3.237269878387451, | |
| 3.2369940280914307, | |
| 3.236720085144043, | |
| 3.2364470958709717, | |
| 3.236175775527954, | |
| 3.2359063625335693, | |
| 3.2356388568878174, | |
| 3.235372304916382, | |
| 3.235107183456421, | |
| 3.2348432540893555, | |
| 3.234581232070923, | |
| 3.2343204021453857, | |
| 3.2340610027313232, | |
| 3.233802556991577, | |
| 3.233546257019043, | |
| 3.233290910720825, | |
| 3.233036518096924, | |
| 3.2327840328216553, | |
| 3.2325327396392822, | |
| 3.232283115386963, | |
| 3.232034921646118, | |
| 3.2317872047424316, | |
| 3.2315409183502197, | |
| 3.2312965393066406, | |
| 3.231052875518799, | |
| 3.2308101654052734, | |
| 3.2305691242218018, | |
| 3.2303292751312256, | |
| 3.230090379714966, | |
| 3.2298526763916016, | |
| 3.2296159267425537, | |
| 3.2293803691864014, | |
| 3.2291462421417236, | |
| 3.228912591934204, | |
| 3.2286808490753174, | |
| 3.228449821472168, | |
| 3.228219985961914, | |
| 3.2279903888702393, | |
| 3.2277631759643555, | |
| 3.22753643989563, | |
| 3.2273104190826416, | |
| 3.2270853519439697, | |
| 3.2268614768981934, | |
| 3.226637363433838, | |
| 3.2264153957366943, | |
| 3.2261929512023926, | |
| 3.2259714603424072, | |
| 3.2257511615753174, | |
| 3.2255313396453857, | |
| 3.2253129482269287, | |
| 3.225095272064209, | |
| 3.224879264831543, | |
| 3.224663734436035, | |
| 3.2244486808776855, | |
| 3.2242350578308105, | |
| 3.224022388458252, | |
| 3.223810911178589, | |
| 3.223599672317505, | |
| 3.2233896255493164, | |
| 3.2231807708740234, | |
| 3.2229726314544678, | |
| 3.222764730453491, | |
| 3.2225584983825684, | |
| 3.2223527431488037, | |
| 3.2221477031707764, | |
| 3.2219433784484863, | |
| 3.2217350006103516, | |
| 3.2210605144500732, | |
| 3.2179861068725586, | |
| 3.1490979194641113, | |
| 2.5611555576324463, | |
| 2.1667709350585938, | |
| 1.941397786140442, | |
| 1.8211313486099243, | |
| 1.7602094411849976, | |
| 1.7300406694412231, | |
| 1.7150671482086182, | |
| 1.707504153251648, | |
| 1.703554630279541, | |
| 1.7013800144195557, | |
| 1.7000809907913208, | |
| 1.6992148160934448, | |
| 1.6985713243484497, | |
| 1.6980407238006592, | |
| 1.6975696086883545, | |
| 1.6971304416656494, | |
| 1.69670832157135, | |
| 1.696295976638794, | |
| 1.6958922147750854, | |
| 1.6954957246780396, | |
| 1.6951044797897339, | |
| 1.6947181224822998, | |
| 1.694334626197815, | |
| 1.6939517259597778, | |
| 1.6935737133026123, | |
| 1.6931995153427124, | |
| 1.6928293704986572, | |
| 1.6924631595611572, | |
| 1.6921008825302124, | |
| 1.6917426586151123, | |
| 1.6913865804672241, | |
| 1.6910340785980225, | |
| 1.690685510635376, | |
| 1.690340518951416, | |
| 1.6899985074996948, | |
| 1.689659595489502, | |
| 1.6893242597579956, | |
| 1.6889920234680176, | |
| 1.6886632442474365, | |
| 1.688332438468933, | |
| 1.6879974603652954, | |
| 1.6876615285873413, | |
| 1.687328815460205, | |
| 1.6869547367095947, | |
| 1.6862459182739258, | |
| 1.6816266775131226, | |
| 1.5337661504745483, | |
| 0.8366889357566833, | |
| 0.46365517377853394, | |
| 0.2645129859447479, | |
| 0.16432315111160278, | |
| 0.11595670133829117, | |
| 0.09297489374876022, | |
| 0.08202926814556122, | |
| 0.07672866433858871, | |
| 0.07407510280609131, | |
| 0.07266353815793991, | |
| 0.07183551043272018, | |
| 0.07128453254699707, | |
| 0.07086450606584549, | |
| 0.07050899416208267, | |
| 0.0701858326792717, | |
| 0.06987988203763962, | |
| 0.0695839673280716, | |
| 0.06929467618465424, | |
| 0.06901033222675323, | |
| 0.0687265694141388, | |
| 0.0684463381767273, | |
| 0.06816895306110382, | |
| 0.06789495050907135, | |
| 0.0676238089799881, | |
| 0.06735056638717651, | |
| 0.06708052009344101, | |
| 0.06681209057569504, | |
| 0.06654231995344162, | |
| 0.06627301871776581, | |
| 0.06600192189216614, | |
| 0.06573258340358734, | |
| 0.06545879691839218, | |
| 0.06518517434597015, | |
| 0.06490959227085114, | |
| 0.06463567167520523, | |
| 0.0643647089600563, | |
| 0.06409519165754318, | |
| 0.06382837891578674, | |
| 0.06356203556060791, | |
| 0.06330081075429916, | |
| 0.06304193288087845, | |
| 0.06278356909751892, | |
| 0.06252720952033997, | |
| 0.06227334961295128, | |
| 0.06202361360192299, | |
| 0.0617777444422245, | |
| 0.06153156980872154, | |
| 0.061283886432647705, | |
| 0.061029158532619476, | |
| 0.06077418848872185, | |
| 0.060523588210344315, | |
| 0.06027815118432045, | |
| 0.06003476679325104, | |
| 0.059792377054691315, | |
| 0.059549830853939056, | |
| 0.05930154025554657, | |
| 0.05905551835894585, | |
| 0.05881192907691002, | |
| 0.0585709884762764, | |
| 0.05833115428686142, | |
| 0.05809348449110985, | |
| 0.0578579381108284, | |
| 0.05762450024485588, | |
| 0.05739405006170273, | |
| 0.05716623365879059, | |
| 0.056934017688035965, | |
| 0.05670491233468056, | |
| 0.05647972598671913, | |
| 0.05625642091035843, | |
| 0.05603497847914696, | |
| 0.05581538379192352, | |
| 0.05559813603758812, | |
| 0.05538330227136612, | |
| 0.055170174688100815, | |
| 0.054959800094366074, | |
| 0.05475304275751114, | |
| 0.054547909647226334, | |
| 0.05434436723589897, | |
| 0.05414241552352905, | |
| 0.053942013531923294, | |
| 0.053743164986371994, | |
| 0.05354584753513336, | |
| 0.05335003510117531, | |
| 0.05315623804926872, | |
| 0.05296580120921135, | |
| 0.052776746451854706, | |
| 0.052589051425457, | |
| 0.05240271985530853, | |
| 0.05221769958734512, | |
| 0.05203401669859886, | |
| 0.05185163766145706, | |
| 0.05167055502533913, | |
| 0.05149075761437416, | |
| 0.05131221190094948, | |
| 0.051134925335645676, | |
| 0.05095922574400902, | |
| 0.05078546702861786, | |
| 0.05061294883489609, | |
| 0.05044237896800041, | |
| 0.050274644047021866, | |
| 0.05010804161429405, | |
| 0.04994256794452667, | |
| 0.049778200685977936, | |
| 0.04961492121219635, | |
| 0.049452755600214005, | |
| 0.04929284378886223, | |
| 0.04913467913866043, | |
| 0.04897753894329071, | |
| 0.04882141575217247, | |
| 0.04866630584001541, | |
| 0.04851251095533371, | |
| 0.04836169257760048, | |
| 0.04821375384926796, | |
| 0.04806669428944588, | |
| 0.04792052507400513, | |
| 0.04777522012591362, | |
| 0.04763077199459076, | |
| 0.04748716205358505, | |
| 0.047344379127025604, | |
| 0.04720241203904152, | |
| 0.04706142097711563, | |
| 0.04692186415195465, | |
| 0.04678306728601456, | |
| 0.04664503037929535, | |
| 0.04650787264108658, | |
| 0.04637163504958153, | |
| 0.046236440539360046, | |
| 0.04610292613506317, | |
| 0.04597007483243942, | |
| 0.045837946236133575, | |
| 0.04570755362510681, | |
| 0.04557782784104347, | |
| 0.04544825479388237, | |
| 0.0453183650970459, | |
| 0.045189570635557175, | |
| 0.04506213217973709, | |
| 0.04493529349565506, | |
| 0.044809043407440186, | |
| 0.044683389365673065, | |
| 0.04455830156803131, | |
| 0.04443386197090149, | |
| 0.04431009292602539, | |
| 0.04418685659766197, | |
| 0.04406414180994034, | |
| 0.043941959738731384, | |
| 0.043820276856422424, | |
| 0.04369909688830376, | |
| 0.043578337877988815, | |
| 0.04345747083425522, | |
| 0.04333708435297012, | |
| 0.04321715980768204, | |
| 0.04309769719839096, | |
| 0.0429786778986454, | |
| 0.04286010563373566, | |
| 0.04274197295308113, | |
| 0.042624276131391525, | |
| 0.042507000267505646, | |
| 0.04239014536142349, | |
| 0.04227370768785477, | |
| 0.042157672345638275, | |
| 0.042042046785354614, | |
| 0.04192682355642319, | |
| 0.0418119840323925, | |
| 0.041697535663843155, | |
| 0.04158347100019455, | |
| 0.04146978259086609, | |
| 0.041356466710567474, | |
| 0.041243527084589005, | |
| 0.041130952537059784, | |
| 0.04101872816681862, | |
| 0.040906865149736404, | |
| 0.04079534858465195, | |
| 0.04068418964743614, | |
| 0.0405733622610569, | |
| 0.040462885051965714, | |
| 0.04035273939371109, | |
| 0.04024292156100273, | |
| 0.040133725851774216, | |
| 0.040025271475315094, | |
| 0.03991713374853134, | |
| 0.03980930522084236, | |
| 0.039701659232378006, | |
| 0.039593927562236786, | |
| 0.039486486464738846, | |
| 0.03937936946749687, | |
| 0.039272651076316833, | |
| 0.039166223257780075, | |
| 0.039060063660144806, | |
| 0.038954153656959534, | |
| 0.0388483963906765, | |
| 0.038742903620004654, | |
| 0.0386376827955246, | |
| 0.03853272274136543, | |
| 0.03842802718281746, | |
| 0.03832358866930008, | |
| 0.03821941092610359, | |
| 0.0381154865026474, | |
| 0.038011811673641205, | |
| 0.0379084013402462, | |
| 0.037805236876010895, | |
| 0.03770232945680618, | |
| 0.03759966045618057, | |
| 0.037497248500585556, | |
| 0.03739452734589577, | |
| 0.03729122132062912, | |
| 0.03718816488981247, | |
| 0.03708536550402641, | |
| 0.03698281571269035, | |
| 0.03688051551580429, | |
| 0.036778464913368225, | |
| 0.03667666018009186, | |
| 0.03657510131597519, | |
| 0.03647379204630852, | |
| 0.036372724920511246, | |
| 0.03627190366387367, | |
| 0.036171332001686096, | |
| 0.036071084439754486, | |
| 0.03597136586904526, | |
| 0.03587188571691513, | |
| 0.03577264025807381, | |
| 0.035673633217811584, | |
| 0.03557485342025757, | |
| 0.03547630459070206, | |
| 0.03537798300385475, | |
| 0.035279903560876846, | |
| 0.035182058811187744, | |
| 0.03508443757891655, | |
| 0.03498705103993416, | |
| 0.034889888018369675, | |
| 0.034792978316545486, | |
| 0.03469628840684891, | |
| 0.03459983691573143, | |
| 0.034503620117902756, | |
| 0.034407634288072586, | |
| 0.03431188315153122, | |
| 0.034216366708278656, | |
| 0.0341210775077343, | |
| 0.03402603417634964, | |
| 0.033931225538253784, | |
| 0.03383665531873703, | |
| 0.03374231979250908, | |
| 0.03364821895956993, | |
| 0.033554356545209885, | |
| 0.03346073254942894, | |
| 0.03336735814809799, | |
| 0.033274225890636444, | |
| 0.0331813283264637, | |
| 0.03308868035674095, | |
| 0.03299626335501671, | |
| 0.03290409594774246, | |
| 0.032812174409627914, | |
| 0.032720498740673065, | |
| 0.032629065215587616, | |
| 0.03253787383437157, | |
| 0.03244693577289581, | |
| 0.03235623985528946, | |
| 0.032265804708004, | |
| 0.03217560797929764, | |
| 0.03208566829562187, | |
| 0.03199596703052521, | |
| 0.03190653398633003, | |
| 0.031817350536584854, | |
| 0.031728409230709076, | |
| 0.03163974732160568, | |
| 0.03155132010579109, | |
| 0.03146316111087799, | |
| 0.03137525916099548, | |
| 0.03128761053085327, | |
| 0.031200233846902847, | |
| 0.03111310862004757, | |
| 0.031026242300868034, | |
| 0.030939649790525436, | |
| 0.030853310599923134, | |
| 0.030767245218157768, | |
| 0.030681440606713295, | |
| 0.03059590980410576, | |
| 0.030510643497109413, | |
| 0.03042564168572426, | |
| 0.030340921133756638, | |
| 0.03025646135210991, | |
| 0.030172280967235565, | |
| 0.03008836880326271, | |
| 0.030004747211933136, | |
| 0.029921378940343857, | |
| 0.029838303104043007, | |
| 0.029755493625998497, | |
| 0.029672972857952118, | |
| 0.029590733349323273, | |
| 0.029508762061595917, | |
| 0.029427088797092438, | |
| 0.029345687478780746, | |
| 0.029264571145176888, | |
| 0.02918374352157116, | |
| 0.029103199020028114, | |
| 0.02902294509112835, | |
| 0.028942979872226715, | |
| 0.028863299638032913, | |
| 0.02878391183912754, | |
| 0.02870481088757515, | |
| 0.028626007959246635, | |
| 0.028547491878271103, | |
| 0.028469275683164597, | |
| 0.02839135006070137, | |
| 0.02831372618675232, | |
| 0.02823638916015625, | |
| 0.028159350156784058, | |
| 0.02808261476457119, | |
| 0.0280061773955822, | |
| 0.027930041775107384, | |
| 0.027854204177856445, | |
| 0.027778668329119682, | |
| 0.027703437954187393, | |
| 0.02762851119041443, | |
| 0.02755388431251049, | |
| 0.027479562908411026, | |
| 0.027405548840761185, | |
| 0.027331842109560966, | |
| 0.027258435264229774, | |
| 0.02718534506857395, | |
| 0.027112558484077454, | |
| 0.02704007923603058, | |
| 0.026967914775013924, | |
| 0.026896055787801743, | |
| 0.02682451158761978, | |
| 0.026753274723887444, | |
| 0.026682356372475624, | |
| 0.02661174349486828, | |
| 0.0265414509922266, | |
| 0.026471465826034546, | |
| 0.02640179730951786, | |
| 0.026332441717386246, | |
| 0.0262634065002203, | |
| 0.026194684207439423, | |
| 0.026126278564333916, | |
| 0.02605818584561348, | |
| 0.025990411639213562, | |
| 0.025922955945134163, | |
| 0.025855818763375282, | |
| 0.02578899636864662, | |
| 0.025722496211528778, | |
| 0.025656312704086304, | |
| 0.02559044398367405, | |
| 0.02552489936351776, | |
| 0.02545967325568199, | |
| 0.02539476379752159 | |
| ], | |
| "type": "line" | |
| } | |
| ], | |
| "title": { | |
| "text": "Training loss" | |
| }, | |
| "xAxis": { | |
| "type": "category" | |
| }, | |
| "yAxis": { | |
| "type": "value" | |
| } | |
| }, | |
| "error": null, | |
| "input_metadata": [ | |
| { | |
| "dataframes": { | |
| "df": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_test": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_train": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "training": { | |
| "columns": [ | |
| "training_loss" | |
| ] | |
| } | |
| }, | |
| "other": { | |
| "model": { | |
| "model": { | |
| "inputs": [ | |
| "Input__tensor_1_output" | |
| ], | |
| "loss_inputs": [ | |
| "Output_1_x", | |
| "Input__tensor_3_output" | |
| ], | |
| "outputs": [ | |
| "Output_1_x" | |
| ], | |
| "trained": true | |
| }, | |
| "type": "model" | |
| } | |
| }, | |
| "relations": [] | |
| } | |
| ], | |
| "meta": { | |
| "inputs": { | |
| "bundle": { | |
| "name": "bundle", | |
| "position": "left", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.core.Bundle'>" | |
| } | |
| } | |
| }, | |
| "name": "View loss", | |
| "outputs": {}, | |
| "params": {}, | |
| "type": "visualization" | |
| }, | |
| "params": {}, | |
| "status": "done", | |
| "title": "View loss" | |
| }, | |
| "data": { | |
| "__execution_delay": null, | |
| "collapsed": false, | |
| "display": { | |
| "series": [ | |
| { | |
| "data": [ | |
| 5.951645851135254, | |
| 5.274348735809326, | |
| 4.588619709014893, | |
| 3.966594934463501, | |
| 3.0671465396881104, | |
| 2.3460588455200195, | |
| 1.986690640449524, | |
| 1.8489981889724731, | |
| 1.801417589187622, | |
| 1.7839369773864746, | |
| 1.7767301797866821, | |
| 1.7733982801437378, | |
| 1.7716325521469116, | |
| 1.7705225944519043, | |
| 1.7696930170059204, | |
| 1.7689863443374634, | |
| 1.7683357000350952, | |
| 1.7677124738693237, | |
| 1.7671048641204834, | |
| 1.766507625579834, | |
| 1.7659177780151367, | |
| 1.7653343677520752, | |
| 1.7647572755813599, | |
| 1.764186143875122, | |
| 1.763621211051941, | |
| 1.763061761856079, | |
| 1.762508511543274, | |
| 1.7619603872299194, | |
| 1.7614178657531738, | |
| 1.760880470275879, | |
| 1.7603485584259033, | |
| 1.7598220109939575, | |
| 1.7593002319335938, | |
| 1.7587836980819702, | |
| 1.7582720518112183, | |
| 1.7577650547027588, | |
| 1.757262945175171, | |
| 1.7567654848098755, | |
| 1.756272792816162, | |
| 1.755784511566162, | |
| 1.755300760269165, | |
| 1.7548213005065918, | |
| 1.7543463706970215, | |
| 1.7538751363754272, | |
| 1.7534087896347046, | |
| 1.7529460191726685, | |
| 1.7524876594543457, | |
| 1.752032995223999, | |
| 1.751582384109497, | |
| 1.7511354684829712, | |
| 1.75069260597229, | |
| 1.7502535581588745, | |
| 1.7498178482055664, | |
| 1.7493858337402344, | |
| 1.7489577531814575, | |
| 1.748533010482788, | |
| 1.7481114864349365, | |
| 1.7476938962936401, | |
| 1.7472795248031616, | |
| 1.746868371963501, | |
| 1.7464605569839478, | |
| 1.7460559606552124, | |
| 1.7456544637680054, | |
| 1.7452563047409058, | |
| 1.744861125946045, | |
| 1.7444690465927124, | |
| 1.7440800666809082, | |
| 1.7436938285827637, | |
| 1.7433106899261475, | |
| 1.74293053150177, | |
| 1.7425531148910522, | |
| 1.7421785593032837, | |
| 1.7418066263198853, | |
| 1.7414374351501465, | |
| 1.7410712242126465, | |
| 1.740707516670227, | |
| 1.7403463125228882, | |
| 1.739988088607788, | |
| 1.7396321296691895, | |
| 1.739278793334961, | |
| 1.738927960395813, | |
| 1.7385796308517456, | |
| 1.7382338047027588, | |
| 1.7378901243209839, | |
| 1.7375489473342896, | |
| 1.7372102737426758, | |
| 1.7368735074996948, | |
| 1.7365405559539795, | |
| 1.736209511756897, | |
| 1.735880970954895, | |
| 1.7355544567108154, | |
| 1.7352303266525269, | |
| 1.7349083423614502, | |
| 1.734588384628296, | |
| 1.7342705726623535, | |
| 1.7339547872543335, | |
| 1.7336410284042358, | |
| 1.7333295345306396, | |
| 1.7330199480056763, | |
| 1.7327126264572144, | |
| 1.7324069738388062, | |
| 1.7321033477783203, | |
| 1.7318018674850464, | |
| 1.7315021753311157, | |
| 1.731204867362976, | |
| 1.7309091091156006, | |
| 1.730615258216858, | |
| 1.730323314666748, | |
| 1.730033040046692, | |
| 1.729726791381836, | |
| 1.7290540933609009, | |
| 1.727712631225586, | |
| 1.7197412252426147, | |
| 1.596683144569397, | |
| 0.773148238658905, | |
| 0.39096447825431824, | |
| 0.2109919637441635, | |
| 0.13099151849746704, | |
| 0.09647822380065918, | |
| 0.08164384216070175, | |
| 0.07520285993814468, | |
| 0.0723332017660141, | |
| 0.07098480314016342, | |
| 0.0702858567237854, | |
| 0.0698651373386383, | |
| 0.06956446170806885, | |
| 0.0693163350224495, | |
| 0.06909190863370895, | |
| 0.06887885183095932, | |
| 0.06867185235023499, | |
| 0.0684686228632927, | |
| 0.06826816499233246, | |
| 0.06807000190019608, | |
| 0.06787554919719696, | |
| 0.06768527626991272, | |
| 0.06749691069126129, | |
| 0.06731042265892029, | |
| 0.06712576001882553, | |
| 0.06694285571575165, | |
| 0.06676167249679565, | |
| 0.06658219546079636, | |
| 0.06640437990427017, | |
| 0.06622816622257233, | |
| 0.06605355441570282, | |
| 0.06588048487901688, | |
| 0.0657089352607727, | |
| 0.06553887575864792, | |
| 0.06537164747714996, | |
| 0.06520784646272659, | |
| 0.06504552066326141, | |
| 0.06488457322120667, | |
| 0.06472500413656235, | |
| 0.06456676870584488, | |
| 0.06440985947847366, | |
| 0.06425532698631287, | |
| 0.06410346925258636, | |
| 0.06395288556814194, | |
| 0.0638035461306572, | |
| 0.06365542858839035, | |
| 0.06350891292095184, | |
| 0.06336474418640137, | |
| 0.0632217675447464, | |
| 0.06307994574308395, | |
| 0.06293924152851105, | |
| 0.06280024349689484, | |
| 0.06266289204359055, | |
| 0.0625266581773758, | |
| 0.062391478568315506, | |
| 0.062257349491119385, | |
| 0.06212425231933594, | |
| 0.06199217587709427, | |
| 0.06186108663678169, | |
| 0.06173097714781761, | |
| 0.061601828783750534, | |
| 0.06147363409399986, | |
| 0.061346352100372314, | |
| 0.06121999770402908, | |
| 0.06109452247619629, | |
| 0.060969945043325424, | |
| 0.060846228152513504, | |
| 0.06072336435317993, | |
| 0.06060132384300232, | |
| 0.06048011779785156, | |
| 0.06035973131656647, | |
| 0.06024013087153435, | |
| 0.060121312737464905, | |
| 0.06000327318906784, | |
| 0.05988664552569389, | |
| 0.059771209955215454, | |
| 0.0596565380692482, | |
| 0.059542614966630936, | |
| 0.05942942202091217, | |
| 0.05931694060564041, | |
| 0.059205178171396255, | |
| 0.05909412354230881, | |
| 0.05898374691605568, | |
| 0.058874040842056274, | |
| 0.05876500904560089, | |
| 0.05865663290023804, | |
| 0.05854890123009682 | |
| ], | |
| "type": "line" | |
| } | |
| ], | |
| "title": { | |
| "text": "Training loss" | |
| }, | |
| "xAxis": { | |
| "type": "category" | |
| }, | |
| "yAxis": { | |
| "type": "value" | |
| } | |
| }, | |
| "error": null, | |
| "input_metadata": [ | |
| { | |
| "dataframes": { | |
| "df": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_test": { | |
| "columns": [ | |
| "index", | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_train": { | |
| "columns": [ | |
| "index", | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "training": { | |
| "columns": [ | |
| "training_loss" | |
| ] | |
| } | |
| }, | |
| "other": { | |
| "model": { | |
| "model": { | |
| "inputs": [ | |
| "Input__tensor_1_output" | |
| ], | |
| "loss_inputs": [ | |
| "Input__tensor_3_output", | |
| "Output_1_x" | |
| ], | |
| "outputs": [ | |
| "Output_1_x" | |
| ], | |
| "trained": true | |
| }, | |
| "type": "model" | |
| } | |
| }, | |
| "relations": [] | |
| } | |
| ], | |
| "meta": { | |
| "color": "orange", | |
| "inputs": [ | |
| { | |
| "name": "bundle", | |
| "position": "left", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.core.Bundle'>" | |
| } | |
| } | |
| ], | |
| "name": "View loss", | |
| "outputs": [], | |
| "params": [], | |
| "type": "visualization" | |
| }, | |
| "params": {}, | |
| "status": "done", | |
| "title": "View loss" | |
| }, | |
| "dragHandle": ".bg-primary", | |
| "height": 417.0, | |
| "id": "View loss 1", | |
| "position": { | |
| "x": 2052.643815443704, | |
| "y": 617.6466886696832 | |
| }, | |
| "type": "visualization", | |
| "width": 721.0 | |
| }, | |
| { | |
| "data": { | |
| "__execution_delay": null, | |
| "collapsed": null, | |
| "display": { | |
| "dataframes": { | |
| "df": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ], | |
| "data": [ | |
| [ | |
| "[0.52046251 0.45887971 0.72169858 0.29517919]", | |
| "[1.52046251 1.45887971 1.72169852 1.29517913]" | |
| ], | |
| [ | |
| "[0.85706753 0.61447072 0.41741937 0.85147089]", | |
| "[1.85706758 1.61447072 1.41741943 1.85147095]" | |
| ], | |
| [ | |
| "[0.11560339 0.57495481 0.76535827 0.0391947 ]", | |
| "[1.11560345 1.57495475 1.76535821 1.0391947 ]" | |
| ], | |
| [ | |
| "[0.19409031 0.68692201 0.60667384 0.57829887]", | |
| "[1.19409037 1.68692207 1.60667384 1.57829881]" | |
| ], | |
| [ | |
| "[0.76807946 0.98855817 0.08259124 0.01730657]", | |
| "[1.76807952 1.98855817 1.0825913 1.01730657]" | |
| ], | |
| [ | |
| "[0.67269951 0.10478973 0.5584439 0.83605725]", | |
| "[1.67269945 1.10478973 1.5584439 1.83605719]" | |
| ], | |
| [ | |
| "[0.18686318 0.49356437 0.51323432 0.75392658]", | |
| "[1.18686318 1.49356437 1.51323438 1.75392652]" | |
| ], | |
| [ | |
| "[0.18149549 0.30520517 0.30946714 0.16786289]", | |
| "[1.18149543 1.30520511 1.30946708 1.16786289]" | |
| ], | |
| [ | |
| "[4.27091718e-01 4.89909172e-01 6.92297399e-01 2.57611275e-04]", | |
| "[1.42709172 1.48990917 1.69229746 1.00025761]" | |
| ], | |
| [ | |
| "[0.32225502 0.16999388 0.05823922 0.9628762 ]", | |
| "[1.32225502 1.16999388 1.05823922 1.9628762 ]" | |
| ], | |
| [ | |
| "[0.50783676 0.04156506 0.21984279 0.8454656 ]", | |
| "[1.50783682 1.04156506 1.21984279 1.84546566]" | |
| ], | |
| [ | |
| "[0.98324287 0.99464184 0.14008355 0.47651017]", | |
| "[1.98324287 1.99464178 1.14008355 1.47651017]" | |
| ], | |
| [ | |
| "[0.11693293 0.49860179 0.55020827 0.88832849]", | |
| "[1.11693287 1.49860179 1.55020833 1.88832855]" | |
| ], | |
| [ | |
| "[0.48959708 0.48549271 0.32688856 0.356677 ]", | |
| "[1.48959708 1.48549271 1.32688856 1.35667706]" | |
| ], | |
| [ | |
| "[0.50272274 0.54912758 0.17663097 0.79070699]", | |
| "[1.50272274 1.54912758 1.17663097 1.79070699]" | |
| ], | |
| [ | |
| "[0.04508126 0.76880038 0.80721325 0.62542385]", | |
| "[1.04508126 1.76880038 1.80721331 1.62542391]" | |
| ], | |
| [ | |
| "[0.19908059 0.17570406 0.51475513 0.1893943 ]", | |
| "[1.19908059 1.175704 1.51475513 1.18939424]" | |
| ], | |
| [ | |
| "[0.40167677 0.25953674 0.9407078 0.76308483]", | |
| "[1.40167677 1.25953674 1.9407078 1.76308489]" | |
| ], | |
| [ | |
| "[0.2480728 0.21694398 0.63941365 0.57128876]", | |
| "[1.24807286 1.21694398 1.6394136 1.57128882]" | |
| ], | |
| [ | |
| "[0.24388778 0.07268471 0.68350857 0.73431659]", | |
| "[1.24388778 1.07268476 1.68350863 1.73431659]" | |
| ], | |
| [ | |
| "[0.62569475 0.9881897 0.83639616 0.9828859 ]", | |
| "[1.62569475 1.9881897 1.83639622 1.98288584]" | |
| ], | |
| [ | |
| "[0.56922203 0.98222166 0.76851749 0.28615737]", | |
| "[1.56922197 1.9822216 1.76851749 1.28615737]" | |
| ], | |
| [ | |
| "[0.88776821 0.51636773 0.30333066 0.32230979]", | |
| "[1.88776827 1.51636767 1.30333066 1.32230973]" | |
| ], | |
| [ | |
| "[0.90817457 0.89270043 0.38583666 0.66566533]", | |
| "[1.90817451 1.89270043 1.3858366 1.66566539]" | |
| ], | |
| [ | |
| "[0.48507756 0.80808765 0.77162558 0.47834778]", | |
| "[1.48507762 1.80808759 1.77162552 1.47834778]" | |
| ], | |
| [ | |
| "[0.68062544 0.98093534 0.14778823 0.53244978]", | |
| "[1.68062544 1.98093534 1.14778829 1.53244972]" | |
| ], | |
| [ | |
| "[0.31518555 0.49643308 0.11509258 0.95458382]", | |
| "[1.31518555 1.49643302 1.11509252 1.95458388]" | |
| ], | |
| [ | |
| "[0.79121011 0.54161114 0.69369799 0.1520769 ]", | |
| "[1.79121017 1.54161119 1.69369793 1.15207696]" | |
| ], | |
| [ | |
| "[0.79423058 0.07138705 0.061777 0.18766576]", | |
| "[1.79423058 1.07138705 1.061777 1.1876657 ]" | |
| ], | |
| [ | |
| "[0.23942459 0.90487361 0.69337189 0.65089428]", | |
| "[1.23942459 1.90487361 1.69337189 1.65089428]" | |
| ], | |
| [ | |
| "[0.94516498 0.08422136 0.5608117 0.07652664]", | |
| "[1.94516492 1.08422136 1.56081176 1.07652664]" | |
| ], | |
| [ | |
| "[0.26661873 0.45946234 0.13510543 0.81294441]", | |
| "[1.26661873 1.4594624 1.13510537 1.81294441]" | |
| ], | |
| [ | |
| "[0.30754459 0.77694583 0.09278506 0.38326019]", | |
| "[1.30754459 1.77694583 1.09278512 1.38326025]" | |
| ], | |
| [ | |
| "[0.27845025 0.32472342 0.82203609 0.77107543]", | |
| "[1.27845025 1.32472348 1.82203603 1.77107549]" | |
| ], | |
| [ | |
| "[0.4827103 0.10563457 0.98858833 0.82286644]", | |
| "[1.48271036 1.10563457 1.98858833 1.82286644]" | |
| ], | |
| [ | |
| "[0.98033333 0.97656083 0.38939917 0.81491041]", | |
| "[1.98033333 1.97656083 1.38939917 1.81491041]" | |
| ], | |
| [ | |
| "[0.74064726 0.4155122 0.09800029 0.49930882]", | |
| "[1.74064732 1.4155122 1.09800029 1.49930882]" | |
| ], | |
| [ | |
| "[0.78956431 0.87284744 0.06880784 0.03455889]", | |
| "[1.78956437 1.87284744 1.06880784 1.03455889]" | |
| ], | |
| [ | |
| "[0.94221359 0.57740951 0.98649532 0.40934443]", | |
| "[1.94221354 1.57740951 1.98649526 1.40934443]" | |
| ], | |
| [ | |
| "[0.00497234 0.39319336 0.57054168 0.75150961]", | |
| "[1.00497234 1.39319336 1.57054162 1.75150967]" | |
| ], | |
| [ | |
| "[0.44330525 0.09997386 0.89025736 0.90507984]", | |
| "[1.44330525 1.09997392 1.89025736 1.90507984]" | |
| ], | |
| [ | |
| "[0.72290605 0.96945059 0.68354797 0.15270454]", | |
| "[1.72290611 1.96945059 1.68354797 1.15270448]" | |
| ], | |
| [ | |
| "[0.75292218 0.81470108 0.49657214 0.56217098]", | |
| "[1.75292218 1.81470108 1.49657214 1.56217098]" | |
| ], | |
| [ | |
| "[0.33480108 0.59181517 0.76198453 0.98062384]", | |
| "[1.33480108 1.59181523 1.76198459 1.98062384]" | |
| ], | |
| [ | |
| "[0.52784437 0.54268694 0.12358981 0.72116476]", | |
| "[1.52784443 1.54268694 1.12358975 1.7211647 ]" | |
| ], | |
| [ | |
| "[0.73217702 0.65233225 0.44077861 0.33837909]", | |
| "[1.73217702 1.65233231 1.44077861 1.33837914]" | |
| ], | |
| [ | |
| "[0.34084332 0.73018837 0.54168713 0.91440833]", | |
| "[1.34084332 1.73018837 1.54168713 1.91440833]" | |
| ], | |
| [ | |
| "[0.60110539 0.3618983 0.32342511 0.98672163]", | |
| "[1.60110545 1.3618983 1.32342505 1.98672163]" | |
| ], | |
| [ | |
| "[0.77427191 0.21829212 0.12769502 0.74303615]", | |
| "[1.77427197 1.21829212 1.12769508 1.74303615]" | |
| ], | |
| [ | |
| "[0.08107251 0.2602725 0.18861133 0.44833237]", | |
| "[1.08107257 1.2602725 1.18861127 1.44833231]" | |
| ], | |
| [ | |
| "[0.59812403 0.78395379 0.0291847 0.81814629]", | |
| "[1.59812403 1.78395379 1.0291847 1.81814623]" | |
| ], | |
| [ | |
| "[0.93488538 0.73882395 0.37345302 0.0274905 ]", | |
| "[1.93488538 1.73882389 1.37345302 1.0274905 ]" | |
| ], | |
| [ | |
| "[0.30631393 0.48311198 0.87847513 0.67559886]", | |
| "[1.30631399 1.48311198 1.87847519 1.67559886]" | |
| ], | |
| [ | |
| "[0.18720162 0.74115586 0.98626411 0.30355608]", | |
| "[1.18720162 1.74115586 1.98626411 1.30355608]" | |
| ], | |
| [ | |
| "[0.85566247 0.83362883 0.48424995 0.25265992]", | |
| "[1.85566247 1.83362889 1.48424995 1.25265992]" | |
| ], | |
| [ | |
| "[0.95928186 0.84273899 0.71514636 0.38619852]", | |
| "[1.95928192 1.84273899 1.7151463 1.38619852]" | |
| ], | |
| [ | |
| "[0.32565445 0.90939188 0.07488042 0.13730896]", | |
| "[1.32565451 1.90939188 1.07488036 1.13730896]" | |
| ], | |
| [ | |
| "[0.9829582 0.59269661 0.40120947 0.95487177]", | |
| "[1.9829582 1.59269667 1.40120947 1.95487177]" | |
| ], | |
| [ | |
| "[0.79905868 0.89367443 0.75429088 0.3190186 ]", | |
| "[1.79905868 1.89367437 1.75429082 1.3190186 ]" | |
| ], | |
| [ | |
| "[0.54914117 0.03810108 0.87531954 0.73044223]", | |
| "[1.54914117 1.03810108 1.87531948 1.73044229]" | |
| ], | |
| [ | |
| "[0.67418337 0.79634351 0.23229051 0.71345252]", | |
| "[1.67418337 1.79634356 1.23229051 1.71345258]" | |
| ], | |
| [ | |
| "[0.87285906 0.48354989 0.39394957 0.59456545]", | |
| "[1.872859 1.48354983 1.39394951 1.59456539]" | |
| ], | |
| [ | |
| "[0.81788456 0.58174163 0.29376316 0.7971254 ]", | |
| "[1.81788456 1.58174157 1.29376316 1.79712534]" | |
| ], | |
| [ | |
| "[0.94559073 0.65736622 0.25761551 0.48553199]", | |
| "[1.94559073 1.65736628 1.25761557 1.48553205]" | |
| ], | |
| [ | |
| "[0.60075855 0.12234765 0.00614399 0.30560958]", | |
| "[1.60075855 1.12234759 1.00614405 1.30560958]" | |
| ], | |
| [ | |
| "[0.39147133 0.29854035 0.84663737 0.58175623]", | |
| "[1.39147139 1.29854035 1.84663737 1.58175623]" | |
| ], | |
| [ | |
| "[0.02162331 0.81861657 0.92468154 0.07808572]", | |
| "[1.02162337 1.81861663 1.92468154 1.07808566]" | |
| ], | |
| [ | |
| "[0.02235305 0.52774918 0.7331115 0.84358269]", | |
| "[1.02235305 1.52774918 1.7331115 1.84358263]" | |
| ], | |
| [ | |
| "[0.6080932 0.56563014 0.32107437 0.72599429]", | |
| "[1.60809326 1.5656302 1.32107437 1.72599435]" | |
| ], | |
| [ | |
| "[0.67447788 0.6125319 0.98007888 0.65968603]", | |
| "[1.67447782 1.6125319 1.98007894 1.65968609]" | |
| ], | |
| [ | |
| "[0.47963417 0.81818312 0.48720706 0.49339259]", | |
| "[1.47963417 1.81818318 1.48720706 1.49339259]" | |
| ], | |
| [ | |
| "[0.9630242 0.76359051 0.24853623 0.76881069]", | |
| "[1.96302414 1.76359057 1.24853623 1.76881075]" | |
| ], | |
| [ | |
| "[0.60609657 0.96257663 0.19292736 0.95702219]", | |
| "[1.60609651 1.96257663 1.19292736 1.95702219]" | |
| ], | |
| [ | |
| "[0.80654246 0.08253473 0.74478531 0.71257162]", | |
| "[1.8065424 1.08253479 1.74478531 1.71257162]" | |
| ], | |
| [ | |
| "[0.70167565 0.26930219 0.5660674 0.61194974]", | |
| "[1.70167565 1.26930213 1.56606746 1.61194968]" | |
| ], | |
| [ | |
| "[0.76933283 0.86241865 0.44114518 0.65644735]", | |
| "[1.76933289 1.86241865 1.44114518 1.65644741]" | |
| ], | |
| [ | |
| "[0.59492421 0.90274489 0.38069052 0.46101224]", | |
| "[1.59492421 1.90274489 1.38069057 1.46101224]" | |
| ], | |
| [ | |
| "[0.15064228 0.03198934 0.25754827 0.51484001]", | |
| "[1.15064228 1.03198934 1.25754833 1.51484001]" | |
| ], | |
| [ | |
| "[0.12024075 0.21342516 0.56858408 0.58644271]", | |
| "[1.12024069 1.21342516 1.56858408 1.58644271]" | |
| ], | |
| [ | |
| "[0.91730917 0.22574073 0.09591609 0.33056474]", | |
| "[1.91730917 1.22574067 1.09591603 1.33056474]" | |
| ], | |
| [ | |
| "[0.49691743 0.61873293 0.90698647 0.94486356]", | |
| "[1.49691749 1.61873293 1.90698647 1.94486356]" | |
| ], | |
| [ | |
| "[0.6032477 0.83361369 0.18538666 0.19108021]", | |
| "[1.60324764 1.83361363 1.18538666 1.19108021]" | |
| ], | |
| [ | |
| "[0.63235509 0.70352674 0.96188956 0.46240485]", | |
| "[1.63235509 1.70352674 1.96188951 1.46240485]" | |
| ], | |
| [ | |
| "[0.37959969 0.42820001 0.10690689 0.96353984]", | |
| "[1.37959969 1.42820001 1.10690689 1.96353984]" | |
| ], | |
| [ | |
| "[0.49607176 0.1922397 0.46640229 0.78321403]", | |
| "[1.49607182 1.19223976 1.46640229 1.78321409]" | |
| ], | |
| [ | |
| "[0.40234613 0.54987347 0.49542785 0.54153186]", | |
| "[1.40234613 1.54987347 1.49542785 1.5415318 ]" | |
| ], | |
| [ | |
| "[0.80893755 0.92237449 0.88346356 0.93164903]", | |
| "[1.80893755 1.92237449 1.88346362 1.93164897]" | |
| ], | |
| [ | |
| "[0.12858278 0.09930819 0.83222693 0.72485673]", | |
| "[1.12858272 1.09930825 1.83222699 1.72485673]" | |
| ], | |
| [ | |
| "[0.72470158 0.4940322 0.41027349 0.89364016]", | |
| "[1.72470164 1.49403214 1.41027355 1.89364016]" | |
| ], | |
| [ | |
| "[0.47856545 0.46267092 0.6376707 0.84747767]", | |
| "[1.47856545 1.46267092 1.63767076 1.84747767]" | |
| ], | |
| [ | |
| "[0.49584109 0.80599248 0.07096875 0.75872749]", | |
| "[1.49584103 1.80599248 1.07096875 1.75872755]" | |
| ], | |
| [ | |
| "[0.43500566 0.66041756 0.80293626 0.96224713]", | |
| "[1.43500566 1.66041756 1.80293632 1.96224713]" | |
| ], | |
| [ | |
| "[0.78397602 0.74223626 0.26603186 0.41664881]", | |
| "[1.78397608 1.74223626 1.26603186 1.41664886]" | |
| ], | |
| [ | |
| "[0.28942841 0.05601001 0.33039129 0.27781558]", | |
| "[1.28942847 1.05601001 1.33039129 1.27781558]" | |
| ], | |
| [ | |
| "[0.68094063 0.45189077 0.22661722 0.37354094]", | |
| "[1.68094063 1.45189071 1.22661722 1.37354088]" | |
| ], | |
| [ | |
| "[0.43681622 0.74680805 0.83598751 0.12414402]", | |
| "[1.43681622 1.74680805 1.83598757 1.12414408]" | |
| ], | |
| [ | |
| "[0.47870928 0.17129105 0.27300501 0.20634609]", | |
| "[1.47870922 1.17129111 1.27300501 1.20634604]" | |
| ], | |
| [ | |
| "[0.72795159 0.79317838 0.27832931 0.96576637]", | |
| "[1.72795153 1.79317832 1.27832937 1.96576643]" | |
| ], | |
| [ | |
| "[0.87608397 0.93200487 0.80169648 0.37758952]", | |
| "[1.87608397 1.93200493 1.80169654 1.37758946]" | |
| ], | |
| [ | |
| "[0.68891573 0.25576538 0.96339929 0.503833 ]", | |
| "[1.68891573 1.25576544 1.96339929 1.50383306]" | |
| ] | |
| ] | |
| }, | |
| "df_test": { | |
| "columns": [ | |
| "index", | |
| "x", | |
| "y", | |
| "pred" | |
| ], | |
| "data": [ | |
| [ | |
| 5.0, | |
| "[0.67269951 0.10478973 0.5584439 0.83605725]", | |
| "[1.67269945 1.10478973 1.5584439 1.83605719]", | |
| "[2.5200114250183105, 2.5500504970550537, 2.474149227142334, 2.5841031074523926]" | |
| ], | |
| [ | |
| 9.0, | |
| "[0.32225502 0.16999388 0.05823922 0.9628762 ]", | |
| "[1.32225502 1.16999388 1.05823922 1.9628762 ]", | |
| "[2.2936718463897705, 2.29734468460083, 2.193934440612793, 2.465013265609741]" | |
| ], | |
| [ | |
| 42.0, | |
| "[0.75292218 0.81470108 0.49657214 0.56217098]", | |
| "[1.75292218 1.81470108 1.49657214 1.56217098]", | |
| "[2.705364942550659, 2.693166971206665, 2.6420576572418213, 2.709315061569214]" | |
| ], | |
| [ | |
| 44.0, | |
| "[0.52784437 0.54268694 0.12358981 0.72116476]", | |
| "[1.52784443 1.54268694 1.12358975 1.7211647 ]", | |
| "[2.4462273120880127, 2.429269552230835, 2.3485944271087646, 2.5453922748565674]" | |
| ], | |
| [ | |
| 82.0, | |
| "[0.63235509 0.70352674 0.96188956 0.46240485]", | |
| "[1.63235509 1.70352674 1.96188951 1.46240485]", | |
| "[2.7882840633392334, 2.7618415355682373, 2.7329940795898438, 2.6951816082000732]" | |
| ], | |
| [ | |
| 63.0, | |
| "[0.94559073 0.65736622 0.25761551 0.48553199]", | |
| "[1.94559073 1.65736628 1.25761557 1.48553205]", | |
| "[2.58785343170166, 2.573683500289917, 2.514312505722046, 2.6052181720733643]" | |
| ], | |
| [ | |
| 45.0, | |
| "[0.73217702 0.65233225 0.44077861 0.33837909]", | |
| "[1.73217702 1.65233231 1.44077861 1.33837914]", | |
| "[2.56579852104187, 2.5119059085845947, 2.4670586585998535, 2.514880657196045]" | |
| ], | |
| [ | |
| 58.0, | |
| "[0.79905868 0.89367443 0.75429088 0.3190186 ]", | |
| "[1.79905868 1.89367437 1.75429082 1.3190186 ]", | |
| "[2.784841537475586, 2.7429990768432617, 2.7168993949890137, 2.684943914413452]" | |
| ], | |
| [ | |
| 29.0, | |
| "[0.23942459 0.90487361 0.69337189 0.65089428]", | |
| "[1.23942459 1.90487361 1.69337189 1.65089428]", | |
| "[2.7037124633789062, 2.6642377376556396, 2.616722822189331, 2.701845645904541]" | |
| ], | |
| [ | |
| 55.0, | |
| "[0.95928186 0.84273899 0.71514636 0.38619852]", | |
| "[1.95928192 1.84273899 1.7151463 1.38619852]", | |
| "[2.8087925910949707, 2.792400598526001, 2.760772466659546, 2.733377695083618]" | |
| ], | |
| [ | |
| 37.0, | |
| "[0.78956431 0.87284744 0.06880784 0.03455889]", | |
| "[1.78956437 1.87284744 1.06880784 1.03455889]", | |
| "[2.4434266090393066, 2.3314132690429688, 2.2909493446350098, 2.365412712097168]" | |
| ], | |
| [ | |
| 24.0, | |
| "[0.48507756 0.80808765 0.77162558 0.47834778]", | |
| "[1.48507762 1.80808759 1.77162552 1.47834778]", | |
| "[2.719438314437866, 2.6760094165802, 2.6397786140441895, 2.658838987350464]" | |
| ], | |
| [ | |
| 6.0, | |
| "[0.18686318 0.49356437 0.51323432 0.75392658]", | |
| "[1.18686318 1.49356437 1.51323438 1.75392652]", | |
| "[2.4986000061035156, 2.4670026302337646, 2.398942708969116, 2.5478687286376953]" | |
| ], | |
| [ | |
| 19.0, | |
| "[0.24388778 0.07268471 0.68350857 0.73431659]", | |
| "[1.24388778 1.07268476 1.68350863 1.73431659]", | |
| "[2.4221277236938477, 2.398268938064575, 2.330900192260742, 2.4378199577331543]" | |
| ], | |
| [ | |
| 33.0, | |
| "[0.27845025 0.32472342 0.82203609 0.77107543]", | |
| "[1.27845025 1.32472348 1.82203603 1.77107549]", | |
| "[2.5835256576538086, 2.573005437850952, 2.5142269134521484, 2.591273069381714]" | |
| ], | |
| [ | |
| 71.0, | |
| "[0.9630242 0.76359051 0.24853623 0.76881069]", | |
| "[1.96302414 1.76359057 1.24853623 1.76881075]", | |
| "[2.696070432662964, 2.731595754623413, 2.6591246128082275, 2.793705463409424]" | |
| ], | |
| [ | |
| 12.0, | |
| "[0.11693293 0.49860179 0.55020827 0.88832849]", | |
| "[1.11693287 1.49860179 1.55020833 1.88832855]", | |
| "[2.529472827911377, 2.5154130458831787, 2.441786766052246, 2.6100752353668213]" | |
| ], | |
| [ | |
| 8.0, | |
| "[4.27091718e-01 4.89909172e-01 6.92297399e-01 2.57611275e-04]", | |
| "[1.42709172 1.48990917 1.69229746 1.00025761]", | |
| "[2.431171178817749, 2.315561294555664, 2.2837576866149902, 2.2987921237945557]" | |
| ], | |
| [ | |
| 64.0, | |
| "[0.60075855 0.12234765 0.00614399 0.30560958]", | |
| "[1.60075855 1.12234759 1.00614405 1.30560958]", | |
| "[2.1521613597869873, 2.0637009143829346, 1.995371699333191, 2.1883833408355713]" | |
| ], | |
| [ | |
| 85.0, | |
| "[0.40234613 0.54987347 0.49542785 0.54153186]", | |
| "[1.40234613 1.54987347 1.49542785 1.5415318 ]", | |
| "[2.515237331390381, 2.466916799545288, 2.4108681678771973, 2.5100111961364746]" | |
| ], | |
| [ | |
| 39.0, | |
| "[0.00497234 0.39319336 0.57054168 0.75150961]", | |
| "[1.00497234 1.39319336 1.57054162 1.75150967]", | |
| "[2.437438726425171, 2.3902065753936768, 2.3222527503967285, 2.476053237915039]" | |
| ], | |
| [ | |
| 99.0, | |
| "[0.68891573 0.25576538 0.96339929 0.503833 ]", | |
| "[1.68891573 1.25576544 1.96339929 1.50383306]", | |
| "[2.652355432510376, 2.639017343521118, 2.600130319595337, 2.5669779777526855]" | |
| ], | |
| [ | |
| 70.0, | |
| "[0.47963417 0.81818312 0.48720706 0.49339259]", | |
| "[1.47963417 1.81818318 1.48720706 1.49339259]", | |
| "[2.6165666580200195, 2.5666303634643555, 2.5178661346435547, 2.6018319129943848]" | |
| ], | |
| [ | |
| 65.0, | |
| "[0.39147133 0.29854035 0.84663737 0.58175623]", | |
| "[1.39147139 1.29854035 1.84663737 1.58175623]", | |
| "[2.5662052631378174, 2.534679889678955, 2.4866561889648438, 2.518486499786377]" | |
| ], | |
| [ | |
| 25.0, | |
| "[0.68062544 0.98093534 0.14778823 0.53244978]", | |
| "[1.68062544 1.98093534 1.14778829 1.53244972]", | |
| "[2.6060662269592285, 2.5712525844573975, 2.509855270385742, 2.6539924144744873]" | |
| ], | |
| [ | |
| 81.0, | |
| "[0.6032477 0.83361369 0.18538666 0.19108021]", | |
| "[1.60324764 1.83361363 1.18538666 1.19108021]", | |
| "[2.464529275894165, 2.3653628826141357, 2.320333242416382, 2.4114229679107666]" | |
| ], | |
| [ | |
| 79.0, | |
| "[0.91730917 0.22574073 0.09591609 0.33056474]", | |
| "[1.91730917 1.22574067 1.09591603 1.33056474]", | |
| "[2.3257997035980225, 2.2782139778137207, 2.2121763229370117, 2.3205032348632812]" | |
| ], | |
| [ | |
| 4.0, | |
| "[0.76807946 0.98855817 0.08259124 0.01730657]", | |
| "[1.76807952 1.98855817 1.0825913 1.01730657]", | |
| "[2.4806268215179443, 2.3638875484466553, 2.3269295692443848, 2.396709442138672]" | |
| ], | |
| [ | |
| 21.0, | |
| "[0.56922203 0.98222166 0.76851749 0.28615737]", | |
| "[1.56922197 1.9822216 1.76851749 1.28615737]", | |
| "[2.755495309829712, 2.68673038482666, 2.663788318634033, 2.644230842590332]" | |
| ], | |
| [ | |
| 97.0, | |
| "[0.72795159 0.79317838 0.27832931 0.96576637]", | |
| "[1.72795153 1.79317832 1.27832937 1.96576643]", | |
| "[2.7061498165130615, 2.754149913787842, 2.6724681854248047, 2.852900266647339]" | |
| ] | |
| ] | |
| }, | |
| "df_train": { | |
| "columns": [ | |
| "index", | |
| "x", | |
| "y" | |
| ], | |
| "data": [ | |
| [ | |
| 30.0, | |
| "[0.94516498 0.08422136 0.5608117 0.07652664]", | |
| "[1.94516492 1.08422136 1.56081176 1.07652664]" | |
| ], | |
| [ | |
| 31.0, | |
| "[0.26661873 0.45946234 0.13510543 0.81294441]", | |
| "[1.26661873 1.4594624 1.13510537 1.81294441]" | |
| ], | |
| [ | |
| 32.0, | |
| "[0.30754459 0.77694583 0.09278506 0.38326019]", | |
| "[1.30754459 1.77694583 1.09278512 1.38326025]" | |
| ], | |
| [ | |
| 33.0, | |
| "[0.27845025 0.32472342 0.82203609 0.77107543]", | |
| "[1.27845025 1.32472348 1.82203603 1.77107549]" | |
| ], | |
| [ | |
| 34.0, | |
| "[0.4827103 0.10563457 0.98858833 0.82286644]", | |
| "[1.48271036 1.10563457 1.98858833 1.82286644]" | |
| ], | |
| [ | |
| 35.0, | |
| "[0.98033333 0.97656083 0.38939917 0.81491041]", | |
| "[1.98033333 1.97656083 1.38939917 1.81491041]" | |
| ], | |
| [ | |
| 36.0, | |
| "[0.74064726 0.4155122 0.09800029 0.49930882]", | |
| "[1.74064732 1.4155122 1.09800029 1.49930882]" | |
| ], | |
| [ | |
| 37.0, | |
| "[0.78956431 0.87284744 0.06880784 0.03455889]", | |
| "[1.78956437 1.87284744 1.06880784 1.03455889]" | |
| ], | |
| [ | |
| 38.0, | |
| "[0.94221359 0.57740951 0.98649532 0.40934443]", | |
| "[1.94221354 1.57740951 1.98649526 1.40934443]" | |
| ], | |
| [ | |
| 39.0, | |
| "[0.00497234 0.39319336 0.57054168 0.75150961]", | |
| "[1.00497234 1.39319336 1.57054162 1.75150967]" | |
| ], | |
| [ | |
| 40.0, | |
| "[0.44330525 0.09997386 0.89025736 0.90507984]", | |
| "[1.44330525 1.09997392 1.89025736 1.90507984]" | |
| ], | |
| [ | |
| 41.0, | |
| "[0.72290605 0.96945059 0.68354797 0.15270454]", | |
| "[1.72290611 1.96945059 1.68354797 1.15270448]" | |
| ], | |
| [ | |
| 42.0, | |
| "[0.75292218 0.81470108 0.49657214 0.56217098]", | |
| "[1.75292218 1.81470108 1.49657214 1.56217098]" | |
| ], | |
| [ | |
| 43.0, | |
| "[0.33480108 0.59181517 0.76198453 0.98062384]", | |
| "[1.33480108 1.59181523 1.76198459 1.98062384]" | |
| ], | |
| [ | |
| 44.0, | |
| "[0.52784437 0.54268694 0.12358981 0.72116476]", | |
| "[1.52784443 1.54268694 1.12358975 1.7211647 ]" | |
| ], | |
| [ | |
| 45.0, | |
| "[0.73217702 0.65233225 0.44077861 0.33837909]", | |
| "[1.73217702 1.65233231 1.44077861 1.33837914]" | |
| ], | |
| [ | |
| 46.0, | |
| "[0.34084332 0.73018837 0.54168713 0.91440833]", | |
| "[1.34084332 1.73018837 1.54168713 1.91440833]" | |
| ], | |
| [ | |
| 47.0, | |
| "[0.60110539 0.3618983 0.32342511 0.98672163]", | |
| "[1.60110545 1.3618983 1.32342505 1.98672163]" | |
| ], | |
| [ | |
| 48.0, | |
| "[0.77427191 0.21829212 0.12769502 0.74303615]", | |
| "[1.77427197 1.21829212 1.12769508 1.74303615]" | |
| ], | |
| [ | |
| 49.0, | |
| "[0.08107251 0.2602725 0.18861133 0.44833237]", | |
| "[1.08107257 1.2602725 1.18861127 1.44833231]" | |
| ], | |
| [ | |
| 50.0, | |
| "[0.59812403 0.78395379 0.0291847 0.81814629]", | |
| "[1.59812403 1.78395379 1.0291847 1.81814623]" | |
| ], | |
| [ | |
| 51.0, | |
| "[0.93488538 0.73882395 0.37345302 0.0274905 ]", | |
| "[1.93488538 1.73882389 1.37345302 1.0274905 ]" | |
| ], | |
| [ | |
| 52.0, | |
| "[0.30631393 0.48311198 0.87847513 0.67559886]", | |
| "[1.30631399 1.48311198 1.87847519 1.67559886]" | |
| ], | |
| [ | |
| 53.0, | |
| "[0.18720162 0.74115586 0.98626411 0.30355608]", | |
| "[1.18720162 1.74115586 1.98626411 1.30355608]" | |
| ], | |
| [ | |
| 54.0, | |
| "[0.85566247 0.83362883 0.48424995 0.25265992]", | |
| "[1.85566247 1.83362889 1.48424995 1.25265992]" | |
| ], | |
| [ | |
| 55.0, | |
| "[0.95928186 0.84273899 0.71514636 0.38619852]", | |
| "[1.95928192 1.84273899 1.7151463 1.38619852]" | |
| ], | |
| [ | |
| 56.0, | |
| "[0.32565445 0.90939188 0.07488042 0.13730896]", | |
| "[1.32565451 1.90939188 1.07488036 1.13730896]" | |
| ], | |
| [ | |
| 57.0, | |
| "[0.9829582 0.59269661 0.40120947 0.95487177]", | |
| "[1.9829582 1.59269667 1.40120947 1.95487177]" | |
| ], | |
| [ | |
| 58.0, | |
| "[0.79905868 0.89367443 0.75429088 0.3190186 ]", | |
| "[1.79905868 1.89367437 1.75429082 1.3190186 ]" | |
| ], | |
| [ | |
| 59.0, | |
| "[0.54914117 0.03810108 0.87531954 0.73044223]", | |
| "[1.54914117 1.03810108 1.87531948 1.73044229]" | |
| ], | |
| [ | |
| 60.0, | |
| "[0.67418337 0.79634351 0.23229051 0.71345252]", | |
| "[1.67418337 1.79634356 1.23229051 1.71345258]" | |
| ], | |
| [ | |
| 61.0, | |
| "[0.87285906 0.48354989 0.39394957 0.59456545]", | |
| "[1.872859 1.48354983 1.39394951 1.59456539]" | |
| ], | |
| [ | |
| 62.0, | |
| "[0.81788456 0.58174163 0.29376316 0.7971254 ]", | |
| "[1.81788456 1.58174157 1.29376316 1.79712534]" | |
| ], | |
| [ | |
| 63.0, | |
| "[0.94559073 0.65736622 0.25761551 0.48553199]", | |
| "[1.94559073 1.65736628 1.25761557 1.48553205]" | |
| ], | |
| [ | |
| 64.0, | |
| "[0.60075855 0.12234765 0.00614399 0.30560958]", | |
| "[1.60075855 1.12234759 1.00614405 1.30560958]" | |
| ], | |
| [ | |
| 65.0, | |
| "[0.39147133 0.29854035 0.84663737 0.58175623]", | |
| "[1.39147139 1.29854035 1.84663737 1.58175623]" | |
| ], | |
| [ | |
| 66.0, | |
| "[0.02162331 0.81861657 0.92468154 0.07808572]", | |
| "[1.02162337 1.81861663 1.92468154 1.07808566]" | |
| ], | |
| [ | |
| 67.0, | |
| "[0.02235305 0.52774918 0.7331115 0.84358269]", | |
| "[1.02235305 1.52774918 1.7331115 1.84358263]" | |
| ], | |
| [ | |
| 68.0, | |
| "[0.6080932 0.56563014 0.32107437 0.72599429]", | |
| "[1.60809326 1.5656302 1.32107437 1.72599435]" | |
| ], | |
| [ | |
| 69.0, | |
| "[0.67447788 0.6125319 0.98007888 0.65968603]", | |
| "[1.67447782 1.6125319 1.98007894 1.65968609]" | |
| ], | |
| [ | |
| 70.0, | |
| "[0.47963417 0.81818312 0.48720706 0.49339259]", | |
| "[1.47963417 1.81818318 1.48720706 1.49339259]" | |
| ], | |
| [ | |
| 71.0, | |
| "[0.9630242 0.76359051 0.24853623 0.76881069]", | |
| "[1.96302414 1.76359057 1.24853623 1.76881075]" | |
| ], | |
| [ | |
| 72.0, | |
| "[0.60609657 0.96257663 0.19292736 0.95702219]", | |
| "[1.60609651 1.96257663 1.19292736 1.95702219]" | |
| ], | |
| [ | |
| 73.0, | |
| "[0.80654246 0.08253473 0.74478531 0.71257162]", | |
| "[1.8065424 1.08253479 1.74478531 1.71257162]" | |
| ], | |
| [ | |
| 74.0, | |
| "[0.70167565 0.26930219 0.5660674 0.61194974]", | |
| "[1.70167565 1.26930213 1.56606746 1.61194968]" | |
| ], | |
| [ | |
| 75.0, | |
| "[0.76933283 0.86241865 0.44114518 0.65644735]", | |
| "[1.76933289 1.86241865 1.44114518 1.65644741]" | |
| ], | |
| [ | |
| 76.0, | |
| "[0.59492421 0.90274489 0.38069052 0.46101224]", | |
| "[1.59492421 1.90274489 1.38069057 1.46101224]" | |
| ], | |
| [ | |
| 77.0, | |
| "[0.15064228 0.03198934 0.25754827 0.51484001]", | |
| "[1.15064228 1.03198934 1.25754833 1.51484001]" | |
| ], | |
| [ | |
| 78.0, | |
| "[0.12024075 0.21342516 0.56858408 0.58644271]", | |
| "[1.12024069 1.21342516 1.56858408 1.58644271]" | |
| ], | |
| [ | |
| 79.0, | |
| "[0.91730917 0.22574073 0.09591609 0.33056474]", | |
| "[1.91730917 1.22574067 1.09591603 1.33056474]" | |
| ], | |
| [ | |
| 80.0, | |
| "[0.49691743 0.61873293 0.90698647 0.94486356]", | |
| "[1.49691749 1.61873293 1.90698647 1.94486356]" | |
| ], | |
| [ | |
| 81.0, | |
| "[0.6032477 0.83361369 0.18538666 0.19108021]", | |
| "[1.60324764 1.83361363 1.18538666 1.19108021]" | |
| ], | |
| [ | |
| 82.0, | |
| "[0.63235509 0.70352674 0.96188956 0.46240485]", | |
| "[1.63235509 1.70352674 1.96188951 1.46240485]" | |
| ], | |
| [ | |
| 83.0, | |
| "[0.37959969 0.42820001 0.10690689 0.96353984]", | |
| "[1.37959969 1.42820001 1.10690689 1.96353984]" | |
| ], | |
| [ | |
| 84.0, | |
| "[0.49607176 0.1922397 0.46640229 0.78321403]", | |
| "[1.49607182 1.19223976 1.46640229 1.78321409]" | |
| ], | |
| [ | |
| 85.0, | |
| "[0.40234613 0.54987347 0.49542785 0.54153186]", | |
| "[1.40234613 1.54987347 1.49542785 1.5415318 ]" | |
| ], | |
| [ | |
| 86.0, | |
| "[0.80893755 0.92237449 0.88346356 0.93164903]", | |
| "[1.80893755 1.92237449 1.88346362 1.93164897]" | |
| ], | |
| [ | |
| 87.0, | |
| "[0.12858278 0.09930819 0.83222693 0.72485673]", | |
| "[1.12858272 1.09930825 1.83222699 1.72485673]" | |
| ], | |
| [ | |
| 88.0, | |
| "[0.72470158 0.4940322 0.41027349 0.89364016]", | |
| "[1.72470164 1.49403214 1.41027355 1.89364016]" | |
| ], | |
| [ | |
| 89.0, | |
| "[0.47856545 0.46267092 0.6376707 0.84747767]", | |
| "[1.47856545 1.46267092 1.63767076 1.84747767]" | |
| ], | |
| [ | |
| 90.0, | |
| "[0.49584109 0.80599248 0.07096875 0.75872749]", | |
| "[1.49584103 1.80599248 1.07096875 1.75872755]" | |
| ], | |
| [ | |
| 91.0, | |
| "[0.43500566 0.66041756 0.80293626 0.96224713]", | |
| "[1.43500566 1.66041756 1.80293632 1.96224713]" | |
| ], | |
| [ | |
| 92.0, | |
| "[0.78397602 0.74223626 0.26603186 0.41664881]", | |
| "[1.78397608 1.74223626 1.26603186 1.41664886]" | |
| ], | |
| [ | |
| 93.0, | |
| "[0.28942841 0.05601001 0.33039129 0.27781558]", | |
| "[1.28942847 1.05601001 1.33039129 1.27781558]" | |
| ], | |
| [ | |
| 94.0, | |
| "[0.68094063 0.45189077 0.22661722 0.37354094]", | |
| "[1.68094063 1.45189071 1.22661722 1.37354088]" | |
| ], | |
| [ | |
| 95.0, | |
| "[0.43681622 0.74680805 0.83598751 0.12414402]", | |
| "[1.43681622 1.74680805 1.83598757 1.12414408]" | |
| ], | |
| [ | |
| 96.0, | |
| "[0.47870928 0.17129105 0.27300501 0.20634609]", | |
| "[1.47870922 1.17129111 1.27300501 1.20634604]" | |
| ], | |
| [ | |
| 97.0, | |
| "[0.72795159 0.79317838 0.27832931 0.96576637]", | |
| "[1.72795153 1.79317832 1.27832937 1.96576643]" | |
| ], | |
| [ | |
| 98.0, | |
| "[0.87608397 0.93200487 0.80169648 0.37758952]", | |
| "[1.87608397 1.93200493 1.80169654 1.37758946]" | |
| ], | |
| [ | |
| 99.0, | |
| "[0.68891573 0.25576538 0.96339929 0.503833 ]", | |
| "[1.68891573 1.25576544 1.96339929 1.50383306]" | |
| ] | |
| ] | |
| }, | |
| "training": { | |
| "columns": [ | |
| "training_loss" | |
| ], | |
| "data": [ | |
| [ | |
| 5.951645851135254 | |
| ], | |
| [ | |
| 5.274348735809326 | |
| ], | |
| [ | |
| 4.588619709014893 | |
| ], | |
| [ | |
| 3.966594934463501 | |
| ], | |
| [ | |
| 3.0671465396881104 | |
| ], | |
| [ | |
| 2.3460588455200195 | |
| ], | |
| [ | |
| 1.986690640449524 | |
| ], | |
| [ | |
| 1.8489981889724731 | |
| ], | |
| [ | |
| 1.801417589187622 | |
| ], | |
| [ | |
| 1.7839369773864746 | |
| ], | |
| [ | |
| 1.7767301797866821 | |
| ], | |
| [ | |
| 1.7733982801437378 | |
| ], | |
| [ | |
| 1.7716325521469116 | |
| ], | |
| [ | |
| 1.7705225944519043 | |
| ], | |
| [ | |
| 1.7696930170059204 | |
| ], | |
| [ | |
| 1.7689863443374634 | |
| ], | |
| [ | |
| 1.7683357000350952 | |
| ], | |
| [ | |
| 1.7677124738693237 | |
| ], | |
| [ | |
| 1.7671048641204834 | |
| ], | |
| [ | |
| 1.766507625579834 | |
| ], | |
| [ | |
| 1.7659177780151367 | |
| ], | |
| [ | |
| 1.7653343677520752 | |
| ], | |
| [ | |
| 1.7647572755813599 | |
| ], | |
| [ | |
| 1.764186143875122 | |
| ], | |
| [ | |
| 1.763621211051941 | |
| ], | |
| [ | |
| 1.763061761856079 | |
| ], | |
| [ | |
| 1.762508511543274 | |
| ], | |
| [ | |
| 1.7619603872299194 | |
| ], | |
| [ | |
| 1.7614178657531738 | |
| ], | |
| [ | |
| 1.760880470275879 | |
| ], | |
| [ | |
| 1.7603485584259033 | |
| ], | |
| [ | |
| 1.7598220109939575 | |
| ], | |
| [ | |
| 1.7593002319335938 | |
| ], | |
| [ | |
| 1.7587836980819702 | |
| ], | |
| [ | |
| 1.7582720518112183 | |
| ], | |
| [ | |
| 1.7577650547027588 | |
| ], | |
| [ | |
| 1.757262945175171 | |
| ], | |
| [ | |
| 1.7567654848098755 | |
| ], | |
| [ | |
| 1.756272792816162 | |
| ], | |
| [ | |
| 1.755784511566162 | |
| ], | |
| [ | |
| 1.755300760269165 | |
| ], | |
| [ | |
| 1.7548213005065918 | |
| ], | |
| [ | |
| 1.7543463706970215 | |
| ], | |
| [ | |
| 1.7538751363754272 | |
| ], | |
| [ | |
| 1.7534087896347046 | |
| ], | |
| [ | |
| 1.7529460191726685 | |
| ], | |
| [ | |
| 1.7524876594543457 | |
| ], | |
| [ | |
| 1.752032995223999 | |
| ], | |
| [ | |
| 1.751582384109497 | |
| ], | |
| [ | |
| 1.7511354684829712 | |
| ], | |
| [ | |
| 1.75069260597229 | |
| ], | |
| [ | |
| 1.7502535581588745 | |
| ], | |
| [ | |
| 1.7498178482055664 | |
| ], | |
| [ | |
| 1.7493858337402344 | |
| ], | |
| [ | |
| 1.7489577531814575 | |
| ], | |
| [ | |
| 1.748533010482788 | |
| ], | |
| [ | |
| 1.7481114864349365 | |
| ], | |
| [ | |
| 1.7476938962936401 | |
| ], | |
| [ | |
| 1.7472795248031616 | |
| ], | |
| [ | |
| 1.746868371963501 | |
| ], | |
| [ | |
| 1.7464605569839478 | |
| ], | |
| [ | |
| 1.7460559606552124 | |
| ], | |
| [ | |
| 1.7456544637680054 | |
| ], | |
| [ | |
| 1.7452563047409058 | |
| ], | |
| [ | |
| 1.744861125946045 | |
| ], | |
| [ | |
| 1.7444690465927124 | |
| ], | |
| [ | |
| 1.7440800666809082 | |
| ], | |
| [ | |
| 1.7436938285827637 | |
| ], | |
| [ | |
| 1.7433106899261475 | |
| ], | |
| [ | |
| 1.74293053150177 | |
| ], | |
| [ | |
| 1.7425531148910522 | |
| ], | |
| [ | |
| 1.7421785593032837 | |
| ], | |
| [ | |
| 1.7418066263198853 | |
| ], | |
| [ | |
| 1.7414374351501465 | |
| ], | |
| [ | |
| 1.7410712242126465 | |
| ], | |
| [ | |
| 1.740707516670227 | |
| ], | |
| [ | |
| 1.7403463125228882 | |
| ], | |
| [ | |
| 1.739988088607788 | |
| ], | |
| [ | |
| 1.7396321296691895 | |
| ], | |
| [ | |
| 1.739278793334961 | |
| ], | |
| [ | |
| 1.738927960395813 | |
| ], | |
| [ | |
| 1.7385796308517456 | |
| ], | |
| [ | |
| 1.7382338047027588 | |
| ], | |
| [ | |
| 1.7378901243209839 | |
| ], | |
| [ | |
| 1.7375489473342896 | |
| ], | |
| [ | |
| 1.7372102737426758 | |
| ], | |
| [ | |
| 1.7368735074996948 | |
| ], | |
| [ | |
| 1.7365405559539795 | |
| ], | |
| [ | |
| 1.736209511756897 | |
| ], | |
| [ | |
| 1.735880970954895 | |
| ], | |
| [ | |
| 1.7355544567108154 | |
| ], | |
| [ | |
| 1.7352303266525269 | |
| ], | |
| [ | |
| 1.7349083423614502 | |
| ], | |
| [ | |
| 1.734588384628296 | |
| ], | |
| [ | |
| 1.7342705726623535 | |
| ], | |
| [ | |
| 1.7339547872543335 | |
| ], | |
| [ | |
| 1.7336410284042358 | |
| ], | |
| [ | |
| 1.7333295345306396 | |
| ], | |
| [ | |
| 1.7330199480056763 | |
| ], | |
| [ | |
| 1.7327126264572144 | |
| ] | |
| ] | |
| } | |
| }, | |
| "other": { | |
| "model": "ModelConfig(model=Sequential(\n (0) - Identity(): Input__tensor_1_output -> START_Repeat_1_output\n (1) - Linear(4, 4, bias=True): START_Repeat_1_output -> Linear_1_output\n (2) - <function leaky_relu at 0x7f4117e80ea0>: Linear_1_output -> Activation_1_output\n (3) - Identity(): Activation_1_output -> START_Repeat_1_output\n (4) - Linear(4, 4, bias=True): START_Repeat_1_output -> Linear_1_output\n (5) - <function leaky_relu at 0x7f4117e80ea0>: Linear_1_output -> Activation_1_output\n (6) - Identity(): Activation_1_output -> END_Repeat_1_output\n (7) - Identity(): END_Repeat_1_output -> Output_1_x\n (8) - Identity(): Output_1_x -> Output_1_x\n), model_inputs=['Input__tensor_1_output'], model_outputs=['Output_1_x'], loss_inputs=['Input__tensor_3_output', 'Output_1_x'], loss=Sequential(\n (0) - <function constant_vector.<locals>.<lambda> at 0x7f4051099620>: nothing -> Constant_vector_1_output\n (1) - <built-in method add of type object at 0x7f411059ef00>: Input__tensor_3_output, Constant_vector_1_output -> Add_1_output\n (2) - <function mse_loss at 0x7f4117e82980>: Output_1_x, Add_1_output -> MSE_loss_2_output\n (3) - Identity(): MSE_loss_2_output -> loss\n), optimizer_parameters={'lr': 0.1, 'type': <OptionsFor_type.SGD: 4>}, optimizer=SGD (\nParameter Group 0\n dampening: 0\n differentiable: False\n foreach: None\n fused: None\n lr: 0.1\n maximize: False\n momentum: 0\n nesterov: False\n weight_decay: 0\n), source_workspace='Model definition', trained=True)" | |
| }, | |
| "relations": [] | |
| }, | |
| "error": null, | |
| "input_metadata": [ | |
| { | |
| "dataframes": { | |
| "df": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_test": { | |
| "columns": [ | |
| "index", | |
| "pred", | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_train": { | |
| "columns": [ | |
| "index", | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "training": { | |
| "columns": [ | |
| "training_loss" | |
| ] | |
| } | |
| }, | |
| "other": { | |
| "model": { | |
| "model": { | |
| "inputs": [ | |
| "Input__tensor_1_output" | |
| ], | |
| "loss_inputs": [ | |
| "Input__tensor_3_output", | |
| "Output_1_x" | |
| ], | |
| "outputs": [ | |
| "Output_1_x" | |
| ], | |
| "trained": true | |
| }, | |
| "type": "model" | |
| } | |
| }, | |
| "relations": [] | |
| } | |
| ], | |
| "meta": { | |
| "color": "orange", | |
| "inputs": [ | |
| { | |
| "name": "bundle", | |
| "position": "left", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.core.Bundle'>" | |
| } | |
| } | |
| ], | |
| "name": "View tables", | |
| "outputs": [], | |
| "params": [ | |
| { | |
| "default": 100.0, | |
| "name": "limit", | |
| "type": { | |
| "type": "<class 'int'>" | |
| } | |
| } | |
| ], | |
| "type": "table_view" | |
| }, | |
| "params": { | |
| "_tables_open": { | |
| "df_test": true | |
| }, | |
| "limit": 100.0 | |
| }, | |
| "status": "done", | |
| "title": "View tables" | |
| }, | |
| "dragHandle": ".bg-primary", | |
| "height": 636.0, | |
| "id": "View tables 1", | |
| "position": { | |
| "x": 3075.0, | |
| "y": -90.0 | |
| }, | |
| "type": "table_view", | |
| "width": 603.0 | |
| }, | |
| { | |
| "data": { | |
| "__execution_delay": 0.0, | |
| "collapsed": null, | |
| "display": { | |
| "series": [ | |
| { | |
| "data": [ | |
| [ | |
| 788.9803466796875, | |
| -51.541831970214844, | |
| "", | |
| 9.09527587890625 | |
| ], | |
| [ | |
| 602.7313232421875, | |
| 524.9680786132812, | |
| "", | |
| 4.464115142822266 | |
| ], | |
| [ | |
| -936.723876953125, | |
| -598.2774658203125, | |
| "", | |
| 13.456573486328125 | |
| ], | |
| [ | |
| -740.7808837890625, | |
| -169.9661407470703, | |
| "", | |
| 3.4803123474121094 | |
| ], | |
| [ | |
| -463.2208251953125, | |
| -782.707275390625, | |
| "", | |
| 14.162765502929688 | |
| ], | |
| [ | |
| -591.0269775390625, | |
| -1083.541259765625, | |
| "", | |
| 10.555366516113281 | |
| ], | |
| [ | |
| -1005.5611572265625, | |
| -858.7088623046875, | |
| "", | |
| 8.691032409667969 | |
| ], | |
| [ | |
| 853.4742431640625, | |
| 313.06414794921875, | |
| "", | |
| 13.883481979370117 | |
| ], | |
| [ | |
| 694.8038330078125, | |
| 873.2905883789062, | |
| "", | |
| 13.051898956298828 | |
| ], | |
| [ | |
| -71.77912902832031, | |
| 360.3193359375, | |
| "", | |
| 15.06808090209961 | |
| ], | |
| [ | |
| 820.8765869140625, | |
| 29.677410125732422, | |
| "", | |
| 5.008731842041016 | |
| ], | |
| [ | |
| -991.318115234375, | |
| 732.60205078125, | |
| "", | |
| 12.890125274658203 | |
| ], | |
| [ | |
| 554.213134765625, | |
| -916.6630859375, | |
| "", | |
| 7.605861663818359 | |
| ], | |
| [ | |
| 145.04811096191406, | |
| -901.040771484375, | |
| "", | |
| 5.379741668701172 | |
| ], | |
| [ | |
| 1018.691650390625, | |
| 1071.2506103515625, | |
| "", | |
| 10.797737121582031 | |
| ], | |
| [ | |
| -476.2529602050781, | |
| 817.712890625, | |
| "", | |
| 14.483116149902344 | |
| ], | |
| [ | |
| -840.4203491210938, | |
| 729.9735717773438, | |
| "", | |
| 8.294794082641602 | |
| ], | |
| [ | |
| -31.723953247070312, | |
| 849.07275390625, | |
| "", | |
| 4.843757629394531 | |
| ], | |
| [ | |
| -463.68719482421875, | |
| 324.799072265625, | |
| "", | |
| 4.095094680786133 | |
| ], | |
| [ | |
| 766.6671142578125, | |
| 757.201416015625, | |
| "", | |
| 7.2570648193359375 | |
| ], | |
| [ | |
| -693.414306640625, | |
| 1021.6004638671875, | |
| "", | |
| 5.442634582519531 | |
| ], | |
| [ | |
| 60.164451599121094, | |
| -653.205322265625, | |
| "", | |
| 11.511402130126953 | |
| ], | |
| [ | |
| -198.70584106445312, | |
| 931.2337646484375, | |
| "", | |
| 10.254695892333984 | |
| ], | |
| [ | |
| -801.8848876953125, | |
| 137.9746551513672, | |
| "", | |
| 9.343021392822266 | |
| ], | |
| [ | |
| 879.371337890625, | |
| -865.5347900390625, | |
| "", | |
| 9.882560729980469 | |
| ], | |
| [ | |
| 1085.8511962890625, | |
| -983.2652587890625, | |
| "", | |
| 6.058769226074219 | |
| ], | |
| [ | |
| -767.4273681640625, | |
| -607.4093017578125, | |
| "", | |
| 4.310338973999023 | |
| ], | |
| [ | |
| -482.94732666015625, | |
| -838.2176513671875, | |
| "", | |
| 5.693187713623047 | |
| ], | |
| [ | |
| 799.220703125, | |
| -555.1533203125, | |
| "", | |
| 13.654813766479492 | |
| ], | |
| [ | |
| 330.50946044921875, | |
| -629.55126953125, | |
| "", | |
| 14.695697784423828 | |
| ] | |
| ], | |
| "symbolSize": 25.65378780242026, | |
| "type": "scatter" | |
| } | |
| ], | |
| "title": { | |
| "text": "UMAP projection of pred" | |
| }, | |
| "tooltip": { | |
| "show": false | |
| }, | |
| "visualMap": { | |
| "calculable": true, | |
| "dimension": 3.0, | |
| "inRange": { | |
| "color": [ | |
| "#440154", | |
| "#482777", | |
| "#3E4989", | |
| "#31688E", | |
| "#26828E", | |
| "#1F9E89", | |
| "#35B779", | |
| "#6CCE59", | |
| "#B4DE2C", | |
| "#FDE725" | |
| ] | |
| }, | |
| "max": 15.06808090209961, | |
| "min": 3.4803123474121094, | |
| "right": 10.0, | |
| "top": "center" | |
| }, | |
| "xAxis": [ | |
| { | |
| "type": "value" | |
| } | |
| ], | |
| "yAxis": [ | |
| { | |
| "type": "value" | |
| } | |
| ] | |
| }, | |
| "error": null, | |
| "input_metadata": [ | |
| { | |
| "dataframes": { | |
| "df": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_test": { | |
| "columns": [ | |
| "index", | |
| "pred", | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_train": { | |
| "columns": [ | |
| "index", | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "training": { | |
| "columns": [ | |
| "training_loss" | |
| ] | |
| } | |
| }, | |
| "other": { | |
| "model": { | |
| "model": { | |
| "inputs": [ | |
| "Input__tensor_1_output" | |
| ], | |
| "loss_inputs": [ | |
| "Input__tensor_3_output", | |
| "Output_1_x" | |
| ], | |
| "outputs": [ | |
| "Output_1_x" | |
| ], | |
| "trained": true | |
| }, | |
| "type": "model" | |
| } | |
| }, | |
| "relations": [] | |
| } | |
| ], | |
| "meta": { | |
| "color": "orange", | |
| "inputs": [ | |
| { | |
| "name": "bundle", | |
| "position": "left", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.core.Bundle'>" | |
| } | |
| } | |
| ], | |
| "name": "View vectors", | |
| "outputs": [], | |
| "params": [ | |
| { | |
| "default": "nodes", | |
| "name": "table_name", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| }, | |
| { | |
| "default": "", | |
| "name": "vector_column", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| }, | |
| { | |
| "default": "", | |
| "name": "label_column", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| }, | |
| { | |
| "default": 15.0, | |
| "name": "n_neighbors", | |
| "type": { | |
| "type": "<class 'int'>" | |
| } | |
| }, | |
| { | |
| "default": 0.1, | |
| "name": "min_dist", | |
| "type": { | |
| "type": "<class 'float'>" | |
| } | |
| }, | |
| { | |
| "default": null, | |
| "name": "metric", | |
| "type": { | |
| "enum": [ | |
| "l1", | |
| "cityblock", | |
| "taxicab", | |
| "manhattan", | |
| "euclidean", | |
| "l2", | |
| "sqeuclidean", | |
| "canberra", | |
| "minkowski", | |
| "chebyshev", | |
| "linf", | |
| "cosine", | |
| "correlation", | |
| "hellinger", | |
| "hamming" | |
| ] | |
| } | |
| } | |
| ], | |
| "type": "visualization" | |
| }, | |
| "params": { | |
| "label_column": "", | |
| "table_name": "df_test", | |
| "vector_column": "pred" | |
| }, | |
| "status": "done", | |
| "title": "View vectors" | |
| }, | |
| "dragHandle": ".bg-primary", | |
| "height": 600.0, | |
| "id": "View vectors 1", | |
| "position": { | |
| "x": 3097.090807936859, | |
| "y": 623.3574330263067 | |
| }, | |
| "type": "visualization", | |
| "width": 662.0 | |
| } | |
| ] | |
| } | |