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awesome-sentence-embedding

A curated list of pretrained sentence(and word) embedding models

buboqa

Simple question answering over knowledge graphs (Mohammed et al., NAACL 2018)

cnschema

开放中文知识图谱的schema

corr_prediction_arima_lstm_hybrid

Applied an ARIMA-LSTM hybrid model to predict future price correlation coefficients of two assets

decision-tree_id3

deep-siamese-text-similarity

基于siamese-lstm的中文句子相似度计算

deep_learning_nlp

Keras Implementations of Deep Learning Architectures for NLP

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

ijcai17_tianchi_rank4

learn-regex

Learn regex the easy way

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1500+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1500+页)和视频链接

nlp-tools

😋本项目旨在通过Tensorflow基于BiLSTM+CRF实现中文分词、词性标注、命名实体识别（NER）。

nlp_course

YSDA course in Natural Language Processing

prml

PRML algorithms implemented in Python

qasystemonmedicalkg

A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

research_tao

NLP研究入门之道

seq2seq-couplet

Play couplet with seq2seq model. 用深度学习对对联。

sequence_tagging

Named Entity Recognition (LSTM + CRF) - Tensorflow

stock-rnn

Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

super-slomo

PyTorch implementation of Super SloMo by Jiang et al.

time-series-arima-xgboost-rnn

Time series forecasting for individual household power prediction: ARIMA, xgboost, RNN