fandywang

Nuts

自然语言处理常见任务（主要包括文本分类，序列标注，自动问答等）解决方案试验田

DeepText

DeepText is a suite of open source modules of NLP.

deeplearningbook-chinese

Deep Learning Book Chinese Translation

AutoPhrase

AutoPhrase: Automated Phrase Mining from Massive Text Corpora

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing

blogs

BTM

Code for Biterm Topic Model (published in WWW 2013)

DMTK

Microsoft Distributed Machine Learning Toolkit

Familia

A Toolkit for Chinese Topic Modeling

fandywang.github.io

Build a beautiful and simple website in literally minutes. Demo at http://deanattali.com/beautiful-jekyll

fastText

Library for fast text representation and classification.

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

hyperopt-sklearn

Hyper-parameter optimization for sklearn

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.

lda

LightGBM

LightGBM is a fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

lightlda

Scalable, fast, and lightweight system for large-scale topic modeling

MatchZoo

MatchZoo is a toolkit for text matching. It was developed to facilitate the designing, comparing, and sharing of deep text matching models.

Natural-Language-Processing

NCRFpp

NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

Paddle

PArallel Distributed Deep LEarning

plda

Automatically exported from code.google.com/p/plda

ps-lite

A light parameter server interface

PyTorchZeroToAll

Simple PyTorch Tutorials Zero to ALL!

roberta_zh

RoBERTa中文预训练模型: RoBERTa for Chinese

seq2seq

Sequence to Sequence Learning with Keras

seq2seq-keyphrase

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

xlearn

High Performance, Easy-to-use, and Scalable Machine Learning Package