Git Product home page Git Product logo

word_prediction_ia's Introduction

Word prediction IA

This model was made with the help of Just1Truc and Izimio

This script perfectly work on both Nvidia Cuda and casual CPU's according to your configuration.

Train

You can train the AI with

python3 create_model.py dataset.txt model_name

Dataset is a set of sentences in a text file with no line breaks.

A dataset should be at least 1 Mo of text.

Our NLP process on French language, to change it change the SpaCy model at the line 25 :

15. nlp = spacy.blank("fr")

Generation

With the model previously made you can generate new text based on your dataset.

python3 generate.py model_name.pt "some first words" <new words count>

Your first words should be in dataset and written in lowercase.

Functional Scheme

Functional Scheme

word_prediction_ia's People

Contributors

mathidev avatar

Stargazers

Valentin D avatar Duc Justin avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.