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jieba

结巴中文分词

Language:PythonMIT32847 1282 847

fastText

Library for fast text representation and classification.

Language:HTMLMIT25759 847 1078

Chinese-Word-Vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

Language:PythonApache-2.011704 286 166

tensorboardX

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

Language:PythonMIT7835 85 450

auto-sklearn

Automated Machine Learning with scikit-learn

Language:PythonBSD-3-Clause7494 215 1017

snownlp

Python library for processing Chinese text

Language:PythonMIT6371 350 108

deepo

Setup and customize deep learning environment in seconds.

Language:PythonMIT6319 174 124

Augmentor

Image augmentation library in Python for machine learning.

Language:PythonMIT5045 123 194

python-pinyin

汉字转拼音(pypinyin)

Language:PythonMIT4767 99 259

dl-docker

An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)

Language:Python3857 153 87

textdistance

📐 Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.

Language:PythonMIT3334 640

decaNLP

The Natural Language Decathlon: A Multitask Challenge for NLP

Language:PythonBSD-3-Clause2343 119 40

keras-applications

Reference implementations of popular deep learning models.

Language:PythonNOASSERTION2000 77 164

seagull

Friendly Web UI to manage and monitor docker

Language:JavaScriptApache-2.01934 129 63

ChineseNER

A neural network model for Chinese named entity recognition

Language:Python1778 69 86

bilm-tf

Tensorflow implementation of contextualized word representations from bi-directional language models

Language:PythonApache-2.01621 68 207

Chinese-Annotator

Annotator for Chinese Text Corpus (UNDER DEVELOPMENT) 中文文本标注工具

Language:JavaScriptApache-2.01447 99 32

livelossplot

Live training loss plot in Jupyter Notebook for Keras, PyTorch and others

Language:PythonMIT1296 28 78

PyTorchText

1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)

Language:PythonMIT1057 47 13

YEDDA

YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.

Language:PythonApache-2.01012 37 52

tensornets

High level network definitions with pre-trained weights in TensorFlow

Language:PythonMIT1004 52 58

QANet

A Tensorflow implementation of QANet for machine reading comprehension

Language:PythonMIT983 55 53

torchMoji

😇A pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc

Language:PythonMIT912 38 31

detectorch

Detectorch - detectron for PyTorch

Language:Jupyter NotebookNOASSERTION558 28 21

elmo-bilstm-cnn-crf

BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.

Language:PythonApache-2.0389 28 32

QANet-pytorch

A PyTorch implementation of QANet.

Language:PythonMIT344 14 12

grad-cam.tensorflow

Implementation of Grad CAM in tensorflow

Language:Python248 8 4

DL-text

Text pre-processing library for deep learning (Keras, tensorflow).

Language:PythonMIT118 13 3

ELMo_Chin

use ELMo in chinese environment

Language:PythonApache-2.0104 6 9

margin-softmax

keras sparse implement of margin-softmax

Language:Python100 5 11