Top 1910 nlp open source projects

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

Tmtoolkit

Text Mining and Topic Modeling Toolkit for Python with parallel processing power

✭ 135

python nlp evaluation text-processing topic-modeling parallel-processing

Question Answering

TensorFlow implementation of Match-LSTM and Answer pointer for the popular SQuAD dataset.

✭ 133

python deep-learning tensorflow nlp question-answering lstm-neural-networks

Webml Polyfill

A polyfill for Web Neural Network (WebNN) API

✭ 133

python deep-learning machine-learning computer-vision nlp neural-network ai cnn

Scattertext Pydata

Notebooks for the Seattle PyData 2017 talk on Scattertext

✭ 132

html nlp visualization natural-language-processing word2vec pydata

Uda

Unsupervised Data Augmentation (UDA)

✭ 1,877

python shell tensorflow computer-vision nlp natural-language-processing cv semi-supervised-learning

Snowball

Implementation with some extensions of the paper "Snowball: Extracting Relations from Large Plain-Text Collections" (Agichtein and Gravano, 2000)

✭ 131

python nlp semi-supervised-learning information-extraction tf-idf

Awesome Bert

bert nlp papers, applications and github resources, including the newst xlnet ， BERT、XLNet 相关论文和 github 项目

✭ 1,732

nlp bert google-bert xlnet

Nlp estimator tutorial

Educational material on using the TensorFlow Estimator framework for text classification

✭ 131

jupyter-notebook tensorflow nlp text-classification

Prenlp

Preprocessing Library for Natural Language Processing

✭ 130

python nlp natural-language-processing text-processing

Textacy

NLP, before and after spaCy

✭ 1,849

python Makefile nlp natural-language-processing spacy

Whatthelang

Lightning Fast Language Prediction 🚀

✭ 130

python languages nlp fasttext language-detection

Konoha

🌿 An easy-to-use Japanese Text Processing tool, which makes it possible to switch tokenizers with small changes of code.

✭ 130

python nlp natural-language-processing japanese text-processing

Kaggle Quora Dup

Solution to Kaggle's Quora Duplicate Question Detection Competition

✭ 129

python nlp neural-network regex

Id Cnn Cws

Source codes and corpora of paper "Iterated Dilated Convolutions for Chinese Word Segmentation"

✭ 129

python tensorflow nlp cnn crf

Abstractive Summarization

Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.

✭ 128

jupyter-notebook deep-learning tensorflow nlp lstm attention-mechanism encoder-decoder

Ml Projects

ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

✭ 127

deep-learning machine-learning docker tensorflow nlp keras text-classification word2vec geolocation svm random-forest lstm-neural-networks tensorboard gensim ab-testing

Bnlp

BNLP is a natural language processing toolkit for Bengali Language.

✭ 127

jupyter-notebook nlp named-entity-recognition ner

Ajax Movie Recommendation System With Sentiment Analysis

Content-Based Recommender System recommends movies similar to the movie user likes and analyses the sentiments on the reviews given by the user for that movie.

✭ 127

python jupyter-notebook machine-learning api nlp sentiment-analysis ajax recommendation-system

Rdrpostagger

A fast and accurate POS and morphological tagging toolkit (EACL 2014)

✭ 126

java python3 html nlp pos-tagging part-of-speech-tagger

Neuro

🔮 Neuro.js is machine learning library for building AI assistants and chat-bots (WIP).

✭ 126

javascript nodejs machine-learning nlp bot natural-language-processing ai chatbot

Fusionnet Nli

An example for applying FusionNet to Natural Language Inference