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Gensim ⭐ 15,180

Topic Modelling for Humans

Magnitude ⭐ 1,542

A fast, efficient universal vector embedding utility package.

Sciblog_support ⭐ 742

Support content for my blog

Catalyst ⭐ 635

🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models.

Codequestion ⭐ 457

🔎 Semantic search for developers

Simple downloader for pre-trained word vectors

Toxic Comment Classification Challenge

Pyfasttext ⭐ 229

Yet another Python binding for fastText

Jfasttext ⭐ 215

Java interface for fastText

Shallowlearn ⭐ 196

An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

Fasttext.js ⭐ 169

FastText for Node.js

Mutters ⭐ 155

A framework for building bot brains.

Extremetext ⭐ 130

Library for fast text representation and extreme classification.

Fastrtext ⭐ 97

R wrapper for fastText

Tgcontest ⭐ 87

Telegram Data Clustering contest solution by Mindful Squirrel

Fasttext.netwrapper ⭐ 60

.NET Standard wrapper for fastText library. Now works on Windows, Linux and MacOs!

📝Natural language processing (NLP) utils: word embeddings (Word2Vec, GloVe, FastText, ...) and preprocessing transformers, compatible with scikit-learn Pipelines. 🛠

SImple SenTence EmbeddeR

Fastchess ⭐ 51

Predicts the best chess move with 27.5% accuracy by a single matrix multiplication

Materials Synthesis Generative Models ⭐ 47

Public release of data and code for materials synthesis generation

Textblob Ar ⭐ 46

Arabic support for textblob

German Sentiment ⭐ 38

A data set and model for german sentiment classification.

Pure Predict ⭐ 32

Machine learning prediction in pure Python

任务驱动型多轮会话框架

Ticket Tagger ⭐ 26

Machine learning driven issue classification bot.

Fasttext Server ⭐ 24

Flask web server to serve supervised models trained with FastText.

Persian Sentiment Analyzer ⭐ 20

Persian sentiment analysis ( آناکاوی سهش های فارسی | تحلیل احساسات فارسی )

Kaggle Twitter Sentiment Analysis ⭐ 15

Kaggle Twitter Sentiment Analysis Competition

Shorttext Fasttext ⭐ 12

ShortText classification

Yet Another Sequence Encoder - Encode sequences to vector of vector in python !

Faster Fasttext ⭐ 11

Same fastText, but up to 2x faster training and inference.

Sentiment Analysis Czech ⭐ 9

Conducting and publishing sentiment analysis experiments in the Czech language

Greek Words Evolution ⭐ 8

A systematic NLP framework that uses diachronic word embeddings to trace semantic shifts or variations in the context of words over time in the Greek language.

Text Vector Visualisation ⭐ 8

Website: https://rohetoric.github.io/text-vector-visualisat

Fasttext Js ⭐ 8

Node.js interface for fastText

Tg Chat Classification ⭐ 7

Naive-Bayes based classification of Telegram chat messages.

Tools for working with fastText, an open-source library from the Facebook AI Research lab, in Python

Fasttext Embeddings With Flair ⭐ 6

This project contains the code to use custom fasttext embeddings with flair framework.

Ml_dl_resources ⭐ 5

分享机器学习和深度学习相关书籍、项目、博客、课程、学习路径、数据集等相关资源

A package for reading/writing files containing pre-trained word embeddings and building "embedding matrices".

Large Scale Text Classification ⭐ 5

Large Scale benchmarking of state of the art text vectorizers

Masters Thesis Ml ⭐ 5

Repository for my master's thesis in machine learning at UiB

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