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Final_model.h5

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Movie_Titles.csv

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+movie_title
+Black Panther
+Avengers: Endgame
+Mission: Impossible -- Fallout
+Mad Max: Fury Road
+Spider-Man: Into the Spider-Verse
+Wonder Woman
+Dunkirk
+Coco
+Thor: Ragnarok
+Logan
+Star Wars: The Last Jedi
+Star Wars: The Force Awakens
+The Adventures of Robin Hood
+King Kong
+Spider-Man: Far From Home
+Incredibles 2
+Zootopia
+War for the Planet of the Apes
+Spider-Man: Homecoming
+Baby Driver
+Seven Samurai
+Metropolis
+Jaws
+Up
+Shazam!
+The Dark Knight
+The Treasure of the Sierra Madre
+Blade Runner 2049
+The 39 Steps
+Captain America: Civil War
+The Jungle Book
+Harry Potter and the Deathly Hallows: Part 2
+Skyfall
+Lawrence of Arabia
+Mission: Impossible Rogue Nation
+Apocalypse Now
+The Hurt Locker
+The LEGO Movie
+Star Trek
+Moana
+Avengers: Infinity War
+Ant-Man and The Wasp
+Star Wars
+Isle of Dogs
+Stagecoach
+Goldfinger
+Guardians of the Galaxy
+Kubo and the Two Strings
+WALL-E
+Marvel's the Avengers
+Iron Man
+The Terminator
+The African Queen
+Rio Bravo
+Hunt for the Wilderpeople
+The French Connection
+The Taking of Pelham One Two Three
+John Wick: Chapter 3 -- Parabellum
+Doctor Strange
+Aliens
+The Empire Strikes Back
+Paths of Glory
+True Grit
+X-Men: Days of Future Past
+The Bridge on the River Kwai
+Badlands
+Gun Crazy
+All Is Lost
+The LEGO Batman Movie
+The Princess Bride
+Looper
+Chicken Run
+Stalker
+Casino Royale
+Guardians of the Galaxy Vol. 2
+The Peanut Butter Falcon
+No Country for Old Men
+Dawn of the Planet of the Apes
+Captain Marvel
+Onward
+Sicario
+Ghostbusters
+Ran
+A Fistful of Dollars
+Henry V
+The Lord of the Rings: The Two Towers
+Captain America: The Winter Soldier
+Back to the Future
+Assault on Precinct 13
+The Searchers
+Deadpool 2
+Aguirre: The Wrath of God
+"Crouching Tiger, Hidden Dragon"
+The Fugitive
+Apollo 13
+The Lion King
+Bullitt
+Catch Me if You Can
+Annihilation
+Who Framed Roger Rabbit
+Toy Story 4
+Spider-Man: Into the Spider-Verse
+Inside Out
+Coco
+Snow White and the Seven Dwarfs
+Paddington 2
+Incredibles 2
+Zootopia
+Up
+Toy Story 3
+Toy Story 2
+Pinocchio
+Finding Dory
+Finding Nemo
+The LEGO Movie
+Moana
+Toy Story
+Isle of Dogs
+Kubo and the Two Strings
+How to Train Your Dragon
+Shaun the Sheep Movie
+WALL-E
+Dumbo
+Ratatouille
+My Life as a Zucchini
+The Incredibles
+Only Yesterday
+The LEGO Batman Movie
+One Hundred and One Dalmatians
+Beauty and the Beast
+Chicken Run
+Onward
+The Nightmare Before Christmas
+Anomalisa
+"Monsters, Inc."
+Grave of the Fireflies
+Fantasia
+Your Name
+Spirited Away
+The Iron Giant
+Song of the Sea
+Tower
+The Lion King
+Who Framed Roger Rabbit
+Waltz With Bashir
+How to Train Your Dragon: The Hidden World
+Persepolis
+Wallace & Gromit: The Curse of the Were-Rabbit
+Yellow Submarine
+Fantastic Mr. Fox
+Kiki's Delivery Service
+Ernest & Célestine
+Aladdin
+The Secret World of Arrietty
+Frozen
+Ralph Breaks the Internet
+The Red Turtle
+Long Way North
+How to Train Your Dragon 2
+Coraline
+Ghost in the Shell
+The Breadwinner
+I Lost My Body
+A Shaun the Sheep Movie: Farmageddon
+The Little Mermaid
+Lady and the Tramp
+The Triplets of Belleville
+Big Hero 6
+My Neighbor Totoro
+Princess Mononoke
+Bambi
+Arthur Christmas
+Antz
+The LEGO Movie 2: The Second Part
+A Bug's Life
+Mary and Max
+Ponyo
+Klaus
+Teen Titans GO! to the Movies
+Bolt
+Tangled
+Shrek 2
+ParaNorman
+Frankenweenie
+James and the Giant Peach
+Rango
+Shrek
+Missing Link
+The Wind Rises
+Winnie the Pooh
+The Simpsons Movie
+Boy and the World
+The Peanuts Movie
+Millennium Actress
+When Marnie Was There
+Kung Fu Panda
+Sleeping Beauty
+Wreck-It Ralph
+Kung Fu Panda 3
+The Illusionist
+Parasite
+The Cabinet of Dr. Caligari
+Grand Illusion
+Nosferatu
+The Battle of Algiers
+Seven Samurai
+Shoplifters
+Metropolis
+M
+The 400 Blows
+Rashomon
+Army in the Shadows
+Tokyo Story
+Potemkin
+The Wages of Fear
+Open City
+The Umbrellas of Cherbourg
+Nights of Cabiria
+La dolce vita
+Let the Right One In
+Balthazar
+The Passion of Joan of Arc
+The Conformist
+The Discreet Charm of the Bourgeoisie
+Faces Places
+A Separation
+My Life as a Zucchini
+Things to Come
+Song of the Road
+The Salesman
+8 1/2
+Only Yesterday
+Tampopo
+Gloria
+Ikiru
+Eyes Without a Face
+Amy
+The Leopard
+The Tale of the Princess Kaguya
+A Fantastic Woman
+Children of Paradise
+Stalker
+Three Colors: Red
+BPM (Beats Per Minute)
+Sing Street
+Burning
+Playtime
+The Blue Angel
+God's Own Country
+The Red Circle
+Ran
+A Fistful of Dollars
+Grave of the Fireflies
+Loveless
+The Rules of the Game
+Gett: The Trial of Viviane Amsalem
+Wings of Desire
+The Road
+Toni Erdmann
+The Young Girls of Rochefort
+Timbuktu
+"Crouching Tiger, Hidden Dragon"
+Aguirre: The Wrath of God
+Jiro Dreams of Sushi
+Border
+Still Walking
+All About My Mother
+Poetry
+The Band's Visit
+Waltz With Bashir
+The Seventh Seal
+Waste Land
+The Taste of Others
+Godzilla
+Amour
+Embrace of the Serpent
+After the Storm
+The Vanishing
+Afghan Star
+Transit
+Project Nim
+Blue
+Elevator to the Gallows
+Monsieur Lazhar
+Darbareye Elly
+Fireworks Wednesday
+The Class
+Last Train Home
+Maria Full of Grace
+The Look of Silence
+My Left Foot
+Nostalgia for the Light
+Throne of Blood
+A Prophet
+Mafioso
+Solaris
+Ernest & Célestine
+The Kid with a Bike
+My Beautiful Laundrette
+Moolaadé
+It Happened One Night
+Citizen Kane
+Casablanca
+The Wizard of Oz
+All About Eve
+Rebecca
+The Cabinet of Dr. Caligari
+Modern Times
+A Night at the Opera
+The Third Man
+Grand Illusion
+Singin' in the Rain
+All Quiet on the Western Front
+Snow White and the Seven Dwarfs
+On the Waterfront
+The Kid
+The Adventures of Robin Hood
+King Kong
+Nosferatu
+Psycho
+Laura
+Shadow of a Doubt
+Sunset Blvd.
+A Hard Day's Night
+Seven Samurai
+Top Hat
+North by Northwest
+The Philadelphia Story
+Metropolis
+12 Angry Men
+The 400 Blows
+Bride of Frankenstein
+Chinatown
+A Streetcar Named Desire
+The Treasure of the Sierra Madre
+The Lady Eve
+The Lady Vanishes
+Dr. Strangelove Or: How I Learned to Stop Worrying and Love the Bomb
+The 39 Steps
+An American in Paris
+Lawrence of Arabia
+Rashomon
+The Thin Man
+Kind Hearts and Coronets
+Touch of Evil
+His Girl Friday
+Frankenstein
+It's a Wonderful Life
+Vertigo
+The Grapes of Wrath
+The Gold Rush
+The Last Picture Show
+Potemkin
+The Big Sleep
+Scarface
+Rear Window
+The Red Shoes
+Stagecoach
+Cool Hand Luke
+Goldfinger
+Invasion of the Body Snatchers
+City Lights
+Anatomy of a Murder
+The Best Years of Our Lives
+Roman Holiday
+Gone With the Wind
+Sweet Smell of Success
+The Passion of Joan of Arc
+Freaks
+The African Queen
+Rio Bravo
+In a Lonely Place
+The French Connection
+2001: A Space Odyssey
+Night of the Living Dead
+Notorious
+The Lost Weekend
+Miracle on 34th Street
+The Day the Earth Stood Still
+Gentlemen Prefer Blondes
+Detour
+Paths of Glory
+Rosemary's Baby
+The Bridge on the River Kwai
+Badlands
+Gun Crazy
+The Leopard
+Repulsion
+One Hundred and One Dalmatians
+The Invisible Man
+Kiss Me Deadly
+Children of Paradise
+Stormy Weather
+The Manchurian Candidate
+Marty
+The Blue Angel
+One Flew Over the Cuckoo's Nest
+Mary Poppins
+Ran
+Some Like It Hot
+It Happened One Night
+Toy Story 4
+Lady Bird
+BlacKkKlansman
+Modern Times
+Eighth Grade
+Booksmart
+Coco
+A Night at the Opera
+The Farewell
+Singin' in the Rain
+The Big Sick
+The Kid
+Paddington 2
+Once Upon a Time... In Hollywood
+Zootopia
+A Hard Day's Night
+La La Land
+Top Hat
+The Philadelphia Story
+Up
+Toy Story 3
+Toy Story 2
+"Three Billboards Outside Ebbing, Missouri"
+The Lady Eve
+Dr. Strangelove Or: How I Learned to Stop Worrying and Love the Bomb
+Finding Nemo
+The Thin Man
+Kind Hearts and Coronets
+Crazy Rich Asians
+His Girl Friday
+The Gold Rush
+Paterson
+The LEGO Movie
+Sorry to Bother You
+Ant-Man and The Wasp
+The Disaster Artist
+Toy Story
+Isle of Dogs
+Birdman or (The Unexpected Virtue of Ignorance)
+Monty Python and the Holy Grail
+City Lights
+The Artist
+The Death of Stalin
+La dolce vita
+Roman Holiday
+Shaun the Sheep Movie
+Spy
+Palm Springs
+Hunt for the Wilderpeople
+The Grand Budapest Hotel
+Ratatouille
+The Discreet Charm of the Bourgeoisie
+Annie Hall
+The Incredibles
+Love & Friendship
+Logan Lucky
+Gentlemen Prefer Blondes
+Tampopo
+Sideways
+The Nice Guys
+The LEGO Batman Movie
+One Hundred and One Dalmatians
+The Invisible Man
+Fighting With My Family
+Chicken Run
+Guardians of the Galaxy Vol. 2
+Moonrise Kingdom
+Airplane!
+The Forty-Year-Old Version
+Playtime
+What We Do in the Shadows
+Paddington
+Don't Think Twice
+Mary Poppins
+Saint Frances
+Ghostbusters
+Some Like It Hot
+Bringing Up Baby
+Blow the Man Down
+To Be or Not to Be
+Groundhog Day
+Anomalisa
+"Monsters, Inc."
+The Player
+You Can't Take It With You
+The Truman Show
+Big
+The Rules of the Game
+Back to the Future
+Enough Said
+The Apartment
+Bull Durham
+The Edge of Seventeen
+Deadpool 2
+The Muppets
+Broadcast News
+Silver Linings Playbook
+Lost in Translation
+Mr. Smith Goes to Washington
+Won't You Be My Neighbor?
+I Am Not Your Negro
+Apollo 11
+Life Itself
+Man on Wire
+Amazing Grace
+Minding the Gap
+Faces Places
+Three Identical Strangers
+McQueen
+Crip Camp
+20 Feet From Stardom
+Weiner
+Collective
+Amy
+Dick Johnson Is Dead
+Free Solo
+The Last Waltz
+Kedi
+Totally Under Control
+Stop Making Sense
+Knock Down the House
+Blackfish
+Taxi to the Dark Side
+Time
+Maiden
+Murderball
+Jodorowsky's Dune
+Welcome to Chechnya
+Tower
+Shirkers
+Anvil! The Story of Anvil
+Inside Job
+All In: The Fight for Democracy
+The Square
+Jiro Dreams of Sushi
+Seymour: An Introduction
+The Missing Picture
+Mucho Mucho Amor: The Legend of Walter Mercado
+Deliver Us From Evil
+Paris Is Burning
+Athlete A
+One Child Nation
+Bright Lights: Starring Carrie Fisher and Debbie Reynolds
+Hoop Dreams
+Waltz With Bashir
+Waste Land
+Citizenfour
+On the Record
+The Interrupters
+Slay the Dragon
+Afghan Star
+Project Nim
+Strong Island
+Iris
+Capturing the Friedmans
+The Fight
+"Mr. Death: The Rise and Fall of Fred A. Leuchter, Jr."
+Rewind
+Nothing Like a Dame
+A Secret Love
+The Invisible War
+Sound City
+56 Up
+Elaine Stritch: Shoot Me
+My Journey Through French Cinema
+Last Train Home
+The Act of Killing
+The Look of Silence
+More Than Honey
+Nostalgia for the Light
+Everyday Sunshine: The Story of Fishbone
+Bill Cunningham New York
+Spellbound
+We Were Here
+Enron: The Smartest Guys in the Room
+Sholem Aleichem: Laughing in the Darkness
+Ai Weiwei: Never Sorry
+13TH
+Rivers and Tides: Andy Goldsworthy With Time
+How to Survive a Plague
+This Is Not a Film
+When We Were Kings
+RBG
+The Painter and the Thief
+March of the Penguins
+Hitchcock/Truffaut
+Kurt Cobain: Montage of Heck
+Cave of Forgotten Dreams
+The King of Kong: A Fistful of Quarters
+Bowling for Columbine
+The Fog of War
+Muscle Shoals
+Circus of Books
+Boys State
+Homecoming: A Film by Beyoncé
+The War Tapes
+Searching for Sugar Man
+Jafar Panahi's Taxi
+Disclosure
+Black Panther
+Citizen Kane
+Parasite
+Avengers: Endgame
+Casablanca
+Knives Out
+Lady Bird
+Mission: Impossible -- Fallout
+BlacKkKlansman
+The Irishman
+The Godfather
+Moonlight
+All About Eve
+Wonder Woman
+A Star Is Born
+Rebecca
+A Quiet Place
+Roma
+Dunkirk
+Portrait of a Lady on Fire
+The Farewell
+Selma
+Spotlight
+The Shape of Water
+Thor: Ragnarok
+Grand Illusion
+Arrival
+Logan
+The Favourite
+All Quiet on the Western Front
+Double Indemnity
+Marriage Story
+Star Wars: The Last Jedi
+On the Waterfront
+Boyhood
+Once Upon a Time... In Hollywood
+12 Years a Slave
+Argo
+Manchester by the Sea
+Leave No Trace
+Alien
+Call Me by Your Name
+1917
+Shadow of a Doubt
+Gravity
+The Maltese Falcon
+The Florida Project
+Sunset Blvd.
+Widows
+War for the Planet of the Apes
+"The Godfather, Part II"
+The Battle of Algiers
+Spider-Man: Homecoming
+La La Land
+Baby Driver
+Seven Samurai
+Never Rarely Sometimes Always
+Pain and Glory
+Shoplifters
+Metropolis
+M
+Jaws
+Hell or High Water
+The Dark Knight
+Bicycle Thieves
+Brooklyn
+12 Angry Men
+The 400 Blows
+"Three Billboards Outside Ebbing, Missouri"
+The Babadook
+Chinatown
+A Streetcar Named Desire
+The Treasure of the Sierra Madre
+Creed
+Blade Runner 2049
+The Wrestler
+Harry Potter and the Deathly Hallows: Part 2
+Lawrence of Arabia
+Rashomon
+Army in the Shadows
+Dolemite Is My Name
+Kind Hearts and Coronets
+First Man
+Touch of Evil
+Apocalypse Now
+His Girl Friday
+The Hurt Locker
+The Lighthouse
+"I, Tonya"
+Hidden Figures
+Taxi Driver
+Tokyo Story
+It's a Wonderful Life
+Vertigo
+The Social Network
+The Hate U Give
+The Grapes of Wrath
+L.A. Confidential
+Paterson
+Phantom Thread
+Us
+Get Out
+A Quiet Place
+The Cabinet of Dr. Caligari
+King Kong
+Nosferatu
+Psycho
+The Invisible Man
+Bride of Frankenstein
+The Babadook
+Frankenstein
+The Lighthouse
+Hereditary
+Let the Right One In
+It Follows
+Freaks
+Night of the Living Dead
+Aliens
+The Silence of the Lambs
+Halloween
+Rosemary's Baby
+Eyes Without a Face
+Repulsion
+Pan's Labyrinth
+The Invisible Man
+Host
+The Witch
+The Cabin in the Woods
+Don't Look Now
+It
+Possessor: Uncut
+Relic
+The Birds
+Young Frankenstein
+Godzilla
+The Vanishing
+Ready or Not
+La llorona
+Drag Me to Hell
+A Girl Walks Home Alone at Night
+House of Wax
+The Fly
+Dracula
+Midsommar
+Carrie
+Nosferatu
+Spontaneous
+The Evil Dead
+Evil Dead 2
+The Innocents
+The Loved Ones
+Invasion of the Body Snatchers
+Dead of Night
+Harpoon
+The Love Witch
+Room 237
+Suspiria
+Werckmeister Harmonies
+Shaun of the Dead
+Train to Busan
+A Nightmare on Elm Street
+The Host
+The Fly
+Dawn of the Dead
+It Comes at Night
+Zombieland
+In Fabric
+Re-Animator
+Don't Breathe
+The Endless
+What Ever Happened to Baby Jane?
+The Mortuary Collection
+Cam
+The Phantom of the Opera
+The Wolf Man
+Upgrade
+Eraserhead
+We Are Still Here
+The Dark and the Wicked
+The Texas Chain Saw Massacre
+The Witches
+Arachnophobia
+Horror of Dracula
+Dr. Jekyll and Mr. Hyde
+Halloween
+The Mummy
+Frankenweenie
+Let Me In
+Island of Lost Souls
+Frenzy
+Color Out of Space
+The Conjuring
+Misery
+The Wicker Man
+Little Shop of Horrors
+Cronos
+Bone Tomahawk
+The Return of the Living Dead
+28 Days Later
+Hush
+Toy Story 4
+The Wizard of Oz
+Spider-Man: Into the Spider-Verse
+Inside Out
+Coco
+E.T. the Extra-Terrestrial
+Snow White and the Seven Dwarfs
+Paddington 2
+Incredibles 2
+Up
+Toy Story 3
+Toy Story 2
+Pinocchio
+Finding Nemo
+The Jungle Book
+Harry Potter and the Deathly Hallows: Part 2
+It's a Wonderful Life
+The LEGO Movie
+Moana
+Toy Story
+How to Train Your Dragon
+Dumbo
+Ratatouille
+My Life as a Zucchini
+The Incredibles
+Miracle on 34th Street
+The LEGO Batman Movie
+One Hundred and One Dalmatians
+Beauty and the Beast
+The Princess Bride
+Chicken Run
+Paddington
+Mary Poppins
+Onward
+The Nightmare Before Christmas
+"Monsters, Inc."
+Big
+Fantasia
+Spirited Away
+The Iron Giant
+Song of the Sea
+The Muppets
+The Lion King
+Who Framed Roger Rabbit
+How to Train Your Dragon: The Hidden World
+Babe
+Wallace & Gromit: The Curse of the Were-Rabbit
+Yellow Submarine
+Fantastic Mr. Fox
+Kiki's Delivery Service
+My Fair Lady
+Aladdin
+Hugo
+Frozen
+Ralph Breaks the Internet
+Enchanted
+How to Train Your Dragon 2
+The Straight Story
+Coraline
+The Breadwinner
+The Little Mermaid
+Lady and the Tramp
+Big Hero 6
+My Neighbor Totoro
+Princess Mononoke
+Harry Potter and the Prisoner of Azkaban
+Bambi
+Pete's Dragon
+The Secret of Roan Inish
+A Monster Calls
+Arthur Christmas
+Antz
+Spy Kids
+Summer Hours
+Harry Potter and the Goblet of Fire
+The Kid Who Would Be King
+A Bug's Life
+How Green Was My Valley
+Ponyo
+Klaus
+Teen Titans GO! to the Movies
+That Thing You Do!
+Tangled
+Shrek 2
+ParaNorman
+The Witches
+First Position
+James and the Giant Peach
+Rango
+Shrek
+Willy Wonka and the Chocolate Factory
+Lassie
+Winnie the Pooh
+Duma
+The Peanuts Movie
+Kung Fu Panda
+Jason and the Argonauts
+Sleeping Beauty
+Wreck-It Ralph
+A Christmas Story
+The Wizard of Oz
+A Night at the Opera
+Singin' in the Rain
+A Hard Day's Night
+La La Land
+Top Hat
+Pinocchio
+An American in Paris
+Hamilton
+The Red Shoes
+The Umbrellas of Cherbourg
+Amazing Grace
+Gentlemen Prefer Blondes
+20 Feet From Stardom
+Amy
+Beauty and the Beast
+David Byrne's American Utopia
+Stormy Weather
+The Last Waltz
+Sing Street
+The Blue Angel
+Mary Poppins
+Stop Making Sense
+Some Like It Hot
+Fantasia
+A Star Is Born
+The Young Girls of Rochefort
+Anvil! The Story of Anvil
+Once
+The Lion King
+Waste Land
+Afghan Star
+Amadeus
+Yellow Submarine
+We Are the Best!
+Sound City
+Everyday Sunshine: The Story of Fishbone
+Hairspray
+Bill Cunningham New York
+West Side Story
+My Fair Lady
+Rivers and Tides: Andy Goldsworthy With Time
+Aladdin
+What's Love Got to Do With It
+Muscle Shoals
+Homecoming: A Film by Beyoncé
+Searching for Sugar Man
+Beware of Mr. Baker
+Exit Through the Gift Shop
+Keep on Keepin' On
+Marley
+"You, the Living"
+The Full Monty
+49 Up
+Hairspray
+The Little Mermaid
+Straight Outta Compton
+Cabaret
+The Beaches of Agnès
+Johnny Guitar
+"20,000 Days on Earth"
+Wordplay
+Pina
+Nashville
+Festival Express
+Born Into Brothels
+Funny Girl
+Crumb
+Love & Mercy
+The Wrecking Crew
+Marina Abramovic: The Artist Is Present
+Black Is King
+Crazy Heart
+Los Angeles Plays Itself
+Lost in La Mancha
+Lagaan: Once Upon a Time in India
+My Kid Could Paint That
+End of the Century
+Dave Chappelle's Block Party
+The Sapphires
+Tangled
+Florence Foster Jenkins
+Sing Your Song
+The Filth and the Fury
+Hedwig and the Angry Inch
+Judy
+A Band Called Death
+My Architect
+Willy Wonka and the Chocolate Factory
+Every Little Step
+Black Orpheus
+U2 3D
+Five Easy Pieces
+Little Shop of Horrors
+Sid & Nancy
+La Bamba
+Sweeney Todd: The Demon Barber of Fleet Street
+Chicago
+Scratch
+In Search of Beethoven
+Citizen Kane
+Knives Out
+Us
+Mission: Impossible -- Fallout
+Get Out
+The Irishman
+Rebecca
+A Quiet Place
+The Cabinet of Dr. Caligari
+Spotlight
+The Third Man
+Arrival
+Argo
+Psycho
+Alien
+Laura
+Shadow of a Doubt
+The Maltese Falcon
+The Invisible Man
+"The Godfather, Part II"
+North by Northwest
+M
+Jaws
+Hell or High Water
+The Babadook
+Chinatown
+The Lady Vanishes
+High Noon
+The 39 Steps
+Harry Potter and the Deathly Hallows: Part 2
+Skyfall
+Rashomon
+The Thin Man
+Touch of Evil
+Taxi Driver
+Vertigo
+L.A. Confidential
+The Big Sleep
+Nightcrawler
+The Wages of Fear
+Rear Window
+Goldfinger
+Strangers on a Train
+Invasion of the Body Snatchers
+The Post
+Anatomy of a Murder
+Freaks
+The Night of the Hunter
+In a Lonely Place
+His House
+Notorious
+The Taking of Pelham One Two Three
+The Salesman
+The Silence of the Lambs
+Detour
+Halloween
+Rosemary's Baby
+Eyes Without a Face
+Badlands
+Eye in the Sky
+All Is Lost
+Repulsion
+One Hundred and One Dalmatians
+Kiss Me Deadly
+Looper
+The Killing
+Stalker
+Casino Royale
+The Manchurian Candidate
+No Country for Old Men
+The Cabin in the Woods
+Burning
+The Trial of the Chicago 7
+Ex Machina
+The Red Circle
+Sicario
+Blow the Man Down
+Searching
+Sunrise
+Don't Look Now
+Blood Simple
+Peeping Tom
+It
+The Vast of Night
+10 Cloverfield Lane
+To Catch a Thief
+Assault on Precinct 13
+Diabolique
+The Fugitive
+Bridge of Spies
+The Conversation
+Gone Girl
+Possessor: Uncut
+Border
+Bullitt
+Forbidden Planet
+Who Framed Roger Rabbit
+Jurassic Park
+The Birds
+In the Line of Fire
+It Happened One Night
+Casablanca
+A Night at the Opera
+The Shape of Water
+Singin' in the Rain
+The Big Sick
+On the Waterfront
+The Adventures of Robin Hood
+Call Me by Your Name
+Top Hat
+The Philadelphia Story
+The Lady Eve
+An American in Paris
+Vertigo
+Carol
+Before Midnight
+The Red Shoes
+The Umbrellas of Cherbourg
+City Lights
+The Artist
+The Best Years of Our Lives
+Roman Holiday
+Gone With the Wind
+Her
+Ash Is Purest White
+The African Queen
+In a Lonely Place
+Annie Hall
+The Lost Weekend
+Beauty and the Beast
+Miracle on 34th Street
+Only Yesterday
+Gentlemen Prefer Blondes
+Sideways
+Beauty and the Beast
+The Princess Bride
+Children of Paradise
+Three Colors: Red
+Marty
+God's Own Country
+Saint Frances
+Bringing Up Baby
+Henry V
+Groundhog Day
+Sunrise
+The Hustler
+You Can't Take It With You
+Before Sunrise
+Cold War
+Your Name
+Slumdog Millionaire
+Wings of Desire
+To Catch a Thief
+Enough Said
+The Apartment
+Bull Durham
+The Young Girls of Rochefort
+"Crouching Tiger, Hidden Dragon"
+Atlantics
+Border
+Titanic
+Lost in Translation
+Say Anything...
+Blue
+Elevator to the Gallows
+The Lunchbox
+A Girl Walks Home Alone at Night
+Sense and Sensibility
+The Half of It
+West Side Story
+My Beautiful Laundrette
+From Here to Eternity
+Foreign Correspondent
+Four Weddings and a Funeral
+Shakespeare in Love
+Midnight in Paris
+Manhattan
+Gilda
+Masculine-Feminine
+Up in the Air
+Gloria Bell
+Dave
+Enchanted
+Eternal Sunshine of the Spotless Mind
+The Town
+A Summer's Tale
+Moonstruck
+Before Sunset
+Big Night
+Howards End
+Shithouse
+Giant
+The Crying Game
+Daughters of the Dust
+The Quiet Man
+The Little Mermaid
+About a Boy
+To All the Boys I've Loved Before
+Monsoon Wedding
+Revanche
+Black Panther
+Avengers: Endgame
+Toy Story 4
+The Wizard of Oz
+Mad Max: Fury Road
+Spider-Man: Into the Spider-Verse
+Wonder Woman
+The Shape of Water
+Thor: Ragnarok
+Arrival
+Logan
+E.T. the Extra-Terrestrial
+Snow White and the Seven Dwarfs
+Star Wars: The Last Jedi
+Star Wars: The Force Awakens
+Nosferatu
+Spider-Man: Far From Home
+Alien
+Gravity
+War for the Planet of the Apes
+The Invisible Man
+Spider-Man: Homecoming
+Metropolis
+Shazam!
+The Dark Knight
+Bride of Frankenstein
+Pinocchio
+Dr. Strangelove Or: How I Learned to Stop Worrying and Love the Bomb
+Blade Runner 2049
+Captain America: Civil War
+Harry Potter and the Deathly Hallows: Part 2
+Frankenstein
+The Lighthouse
+It's a Wonderful Life
+Sorry to Bother You
+Star Trek
+The Martian
+Avengers: Infinity War
+Ant-Man and The Wasp
+Star Wars
+Invasion of the Body Snatchers
+Guardians of the Galaxy
+Kubo and the Two Strings
+How to Train Your Dragon
+Her
+WALL-E
+Marvel's the Avengers
+Iron Man
+The Terminator
+Dumbo
+The Discreet Charm of the Bourgeoisie
+2001: A Space Odyssey
+Edge of Tomorrow
+Snowpiercer
+Beauty and the Beast
+Doctor Strange
+Aliens
+Miracle on 34th Street
+The Day the Earth Stood Still
+8 1/2
+The Empire Strikes Back
+X-Men: Days of Future Past
+Pan's Labyrinth
+The Invisible Man
+Beauty and the Beast
+The Princess Bride
+Looper
+Stalker
+Guardians of the Galaxy Vol. 2
+Ex Machina
+Dawn of the Planet of the Apes
+Mary Poppins
+Captain Marvel
+Onward
+Ghostbusters
+The Nightmare Before Christmas
+Groundhog Day
+"Monsters, Inc."
+The Lord of the Rings: The Two Towers
+The Vast of Night
+Big
+Fantasia
+Captain America: The Winter Soldier
+10 Cloverfield Lane
+Spirited Away
+Jodorowsky's Dune
+The Iron Giant
+Back to the Future
+Song of the Sea
+Wings of Desire
+Possessor: Uncut
+Border
+Forbidden Planet
+Annihilation
+Blade Runner
+The Hunger Games: Catching Fire
+Jurassic Park
+The Seventh Seal
+Young Frankenstein
+Godzilla
+Bride of Frankenstein
+Frankenstein
+Life Itself
+Man on Wire
+Her
+The Discreet Charm of the Bourgeoisie
+Miracle on 34th Street
+Amy
+Blackfish
+Groundhog Day
+Taxi to the Dark Side
+Murderball
+Jodorowsky's Dune
+Inside Job
+The Square
+Jiro Dreams of Sushi
+Paris Is Burning
+Hoop Dreams
+Waltz With Bashir
+The Interrupters
+Afghan Star
+Capturing the Friedmans
+"Mr. Death: The Rise and Fall of Fred A. Leuchter, Jr."
+The Invisible War
+56 Up
+Elaine Stritch: Shoot Me
+Last Train Home
+The Act of Killing
+Spellbound
+Enron: The Smartest Guys in the Room
+Sholem Aleichem: Laughing in the Darkness
+Ai Weiwei: Never Sorry
+How to Survive a Plague
+This Is Not a Film
+Cave of Forgotten Dreams
+The King of Kong: A Fistful of Quarters
+Bowling for Columbine
+Love Is Strange
+The Fog of War
+Muscle Shoals
+Gilda
+The War Tapes
+Last Year at Marienbad
+Undefeated
+The Overnighters
+Call Me Kuchu
+Holy Motors
+Restrepo
+Mea Maxima Culpa: Silence in the House of God
+Let the Fire Burn
+The Queen of Versailles
+For the Bible Tells Me So
+Blindsight
+Exit Through the Gift Shop
+Pandora's Box
+The Imposter
+Surfwise
+No End in Sight
+Marley
+The Life and Times of Hank Greenberg
+Burma VJ: Reporting From a Closed Country
+49 Up
+An Inconvenient Truth
+Finding Vivian Maier
+Winged Migration
+Sicko
+Sweetgrass
+A Film Unfinished
+"Bigger, Stronger, Faster"
+Trouble the Water
+"Food, Inc."
+Shaun of the Dead
+Chasing Ice
+To Be and to Have
+The Salt of the Earth
+The Wild Parrots of Telegraph Hill
+The Gatekeepers
+"20,000 Days on Earth"
+Wordplay
+Control Room
+Bus 174
+Touching the Void
+Born Into Brothels
+My Winnipeg
+Manakamana
+I Am Divine
+Cutie and the Boxer
+Brooklyn Castle
+Crumb
+Deep Water
+The Last of the Unjust
+The Devil Came on Horseback
+Good Hair
+Up the Yangtze
+5 Broken Cameras
+National Gallery
+Plagues and Pleasures on the Salton Sea
+Last Days in Vietnam
+Super Size Me
+The Arbor
+Murderball
+Athlete A
+Hoop Dreams
+When We Were Kings
+The King of Kong: A Fistful of Quarters
+Undefeated
+Rocky
+Surfwise
+The Life and Times of Hank Greenberg
+Battle of the Sexes
+The Fighter
+Touching the Void
+The Crash Reel
+Sugar
+Senna
+The Damned United
+Creed II
+Boxing Gym
+Red Army
+Riding Giants
+Dogtown and Z-Boys
+The Color of Money
+Up for Grabs
+Hoosiers
+Girlfight
+Tristram Shandy: A Cock and Bull Story
+Heaven Can Wait
+Field of Dreams
+The Heart of the Game
+Tyson
+The Hurricane
+Chariots of Fire
+Looking for Eric
+The Armstrong Lie
+Major League
+Go Tigers!
+You Cannot Kill David Arquette
+Goon
+Beyond the Mat
+Invictus
+The Boxer
+Vision: From the Life of Hildegard von Bingen
+A League of Their Own
+Step Into Liquid
+Once in a Lifetime: The Extraordinary Story of the New York Cosmos
+Fed Up
+Stoked: The Rise and Fall of Gator
+Talladega Nights: The Ballad of Ricky Bobby
+Invincible
+Ultimate X: The Movie
+Gunnin' for That No. 1 Spot
+The Blind Side
+More Than a Game
+Secretariat
+The Sandlot
+Dust to Glory
+NASCAR
+Glory Road
+Because of Winn-Dixie
+The Perfect Game
+Steep
+First Descent
+Soul Surfer
+The Replacements
+Beerfest
+Goal! The Dream Begins
+Grudge Match
+Jiminy Glick in Lalawood
+Playing for Keeps
+Life Itself
+Afghan Star
+Room 237
+49 Up
+A Film Unfinished
+The Return
+Behind the Candelabra
+"Not Quite Hollywood: The Wild, Untold Story of Ozploitation!"
+Being Elmo: A Puppeteer's Journey
+Los Angeles Plays Itself
+Lost in La Mancha
+El Camino: A Breaking Bad Movie
+Sing Your Song
+American Movie
+Best Worst Movie
+The Normal Heart
+Side by Side
+Joan Rivers: A Piece of Work
+"Yoo-Hoo, Mrs. Goldberg"
+The Kid Stays in the Picture
+F for Fake
+"Electric Boogaloo: The Wild, Untold Story of Cannon Films"
+Duel
+Saraband
+Corman's World: Exploits of a Hollywood Rebel
+Doctor Zhivago
+The Five Obstructions
+Tell Them Who You Are
+This Film Is Not Yet Rated
+Trekkies
+Outfoxed: Rupert Murdoch's War on Journalism
+Inside Deep Throat
+Trumbo
+Confirmation
+Blank City
+Tupac: Resurrection
+Overnight
+Disney's Teacher's Pet
+Pom Wonderful Presents: The Greatest Movie Ever Sold
+Fellini: I'm a Born Liar
+Only Human
+My Date With Drew
+Waking Sleeping Beauty
+Porn Star: The Legend of Ron Jeremy
+Cinema Verite
+The Rugrats Movie
+I'm Still Here
+Bamboozled
+No Strings Attached
+Phil Spector
+I Am
+The Real Cancun
+15 Minutes
+Man of the Year
+Pokémon 3: The Movie
+The Honeymooners
+From Justin to Kelly
+The Treasure of the Sierra Madre
+High Noon
+"The Good, the Bad and the Ugly"
+Stagecoach
+Rio Bravo
+Unforgiven
+True Grit
+A Fistful of Dollars
+The Searchers
+Once Upon a Time in the West
+Deadwood: The Movie
+Giant
+The Man Who Shot Liberty Valance
+The Ballad of Buster Scruggs
+Sweetgrass
+Django Unchained
+The Wild Bunch
+Johnny Guitar
+3:10 to Yuma
+Lone Star
+True Grit
+Butch Cassidy and the Sundance Kid
+Blazing Saddles
+The Magnificent Seven
+Bone Tomahawk
+The Outlaw Josey Wales
+City Slickers
+Westworld
+McCabe & Mrs. Miller
+The Three Burials of Melquiades Estrada
+Meek's Cutoff
+Prospect
+The Proposition
+Dances With Wolves
+Near Dark
+The Hateful Eight
+The Homesman
+Open Range
+Shanghai Noon
+"The Good, the Bad, the Weird"
+Appaloosa
+The Assassination of Jesse James by the Coward Robert Ford
+Red Hill
+The Ballad of Little Jo
+Hostiles
+In a Valley of Violence
+Tombstone
+Blackthorn
+The Horse Whisperer
+The Keeping Room
+Tears of the Black Tiger
+The Magnificent Seven
+The Salvation
+Dead Man
+The Rover
+Maverick
+The Claim
+The Missing
+Heaven's Gate
+Legends of the Fall
+The Quick and the Dead
+The Killer Inside Me
+Sukiyaki Western Django
+Seraphim Falls
+Ned Kelly
+Down in the Valley
+Cowboys & Aliens
+The Pale Door
+Three Amigos!
+Brimstone
+Jane Got a Gun
+The Kid
+Forsaken
+A Million Ways to Die in the West
+The Lone Ranger
+The Alamo
+The Warrior's Way
+The Dark Tower
+Wild Wild West
+Priest
+September Dawn
+American Outlaws
+Jonah Hex
+Texas Rangers

frontend.py

@@ -0,0 +1,58 @@
+import gradio as gr
+import pandas as pd
+import numpy as np
+import tensorflow as tf
+from tensorflow.keras.preprocessing.sequence import pad_sequences
+from tensorflow.keras.layers import Embedding, LSTM, Dense, Bidirectional
+from tensorflow.keras.preprocessing.text import Tokenizer
+from tensorflow.keras.models import load_model
+from tensorflow.keras.models import Sequential
+from tensorflow.keras.optimizers import Adam
+
+# Load the saved model
+model = load_model('Final_model.h5')
+
+data = pd.read_csv('Movie_Titles.csv')
+data['movie_title'] = data['movie_title'].apply(lambda x: x.replace(u'\xa0',u' '))
+data['movie_title'] = data['movie_title'].apply(lambda x: x.replace('\u200a',' '))
+tokenizer = Tokenizer(oov_token='<oov>') # For those words which are not found in word_index
+tokenizer.fit_on_texts(data['movie_title'])
+total_words = len(tokenizer.word_index) + 1
+input_sequences = []
+for line in data['movie_title']:
+    token_list = tokenizer.texts_to_sequences([line])[0]
+    print(token_list)
+    
+    for i in range(1, len(token_list)):
+        n_gram_sequence = token_list[:i+1]
+        input_sequences.append(n_gram_sequence)
+        
+# pad sequences 
+max_sequence_len = max([len(x) for x in input_sequences])
+input_sequences = np.array(pad_sequences(input_sequences, maxlen=max_sequence_len, padding='pre'))
+
+def generate_text(seed_text, next_words):
+    for _ in range(next_words):
+        token_list = tokenizer.texts_to_sequences([seed_text])[0]
+        token_list = pad_sequences([token_list], maxlen=max_sequence_len-1, padding='pre')
+        predicted = np.argmax(model.predict(token_list), axis=-1)
+        output_word = ""
+        for word, index in tokenizer.word_index.items():
+            if index == predicted:
+                output_word = word
+                break
+        seed_text += " " + output_word
+
+    return seed_text
+
+with gr.Blocks() as demo:
+    gr.HTML("<h1><center>Next Word Prediction: Unveiling the Future, One Word at a Time</center></h1>")
+    txt = gr.Textbox(label="Your initial word", lines=1)
+    slider = gr.Slider(minimum=0, maximum=10, step=1, value=1, label="Number of words")
+    txt_3 = gr.Textbox(value="", label="Output")
+    btn = gr.Button(value="Submit")
+    btn.click(generate_text, inputs=[txt, slider], outputs=[txt_3])
+
+
+if __name__ == "__main__":
+    demo.launch(share=True)