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2016ccf-sougou

2016CCF-sougou-code&PPT

anago

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

ar-net

A simple Auto-Regressive Neural Network for time-series

bert

TensorFlow code and pre-trained models for BERT

ccf2016_sougou

ccf2016 sougou final winner solution

chinesewordsegmentation

Chinese word segmentation algorithm without corpus（无需语料库的中文分词）

cnn_sentence

CNNs for sentence classification

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

dml

D's Machine Learning is a machine learning toolkit for python,focus on rightness but efficiency

hanlp

自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 关键词提取 自动摘要 短语提取 拼音 简繁转换

informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

jieba

结巴中文分词

karabiner-elements

Karabiner-Elements is a powerful utility for keyboard customization on macOS Sierra (10.12) or later.

kats

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

leetcode

LeetCode题解，151道题完整版

liblinear

models

Models and examples built with TensorFlow

nlp_textclassifier

基于word2vec预训练词向量； textCNN 模型 ；charCNN 模型 ；Bi-LSTM模型；Bi-LSTM + Attention 模型 ；Transformer 模型 ；ELMo 预训练模型 ；BERT 预训练模型的文本分类项目

nre

Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT

paddle

PArallel Distributed Deep LEarning

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pyaudioanalysis

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

python-nlpir

This open source project is a python wrapper for NLPIR.

rake_improve

Improvement of RAKE Algorithm （Rapid Automatic keyword extraction）

scikit-learn

scikit-learn: machine learning in Python

sougou-cell-dict-decoder

a shell script to decode sougou cell dict / 一个用来解码搜狗细胞词库的 shell 脚本

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tensorflow

Computation using data flow graphs for scalable machine learning

text_classification

all kinds of text classificaiton models and more with deep learning

topical_word_embeddings

A demo code for topical word embedding