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gru4rec

GRU4Rec is the original Theano implementation of the algorithm in "Session-based Recommendations with Recurrent Neural Networks" paper, published at ICLR 2016 and its follow-up "Recurrent Neural Networks with Top-k Gains for Session-based Recommendations". The code is optimized for execution on the GPU.

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 新词发现 短语提取 自动摘要 文本分类 拼音简繁

jiagu

Jiagu深度学习自然语言处理工具 中文分词 词性标注 命名实体识别 情感分析 新词发现 关键词 文本摘要

k-bert

Source code of K-BERT

kcws

Deep Learning Chinese Word Segment

kdd2019-meirec

KDD2019-Metapath-guided Heterogeneous Graph Neural Network for Intent Recommendation

language_model

Autocomplete, Autocorrect, Spell checker Word segmenter, Entity tagger

libffm

A Library for Field-aware Factorization Machines

materialcv

(Latex) CV template based on Android 5.0 L Material Design

minpy

NumPy interface with mixed backend execution

ml-playground

Simple and easy-to-understand ml algorithm implementations

models

Models and examples built with TensorFlow

models-1

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

mxnet-the-straight-dope

An interactive book on deep learning. Much easy, so MXNet. Wow.

ner-lstm-crf

An easy-to-use named entity recognition (NER) toolkit, implemented the Bi-LSTM+CRF model in tensorflow.

neural_graph_collaborative_filtering

Neural Graph Collaborative Filtering, SIGIR2019

nmt

TensorFlow Neural Machine Translation Tutorial

nstools

Some meaningless nscripter tools.

papernote

paper note, including personal comments, introduction, code etc

pinyin2hanzi

拼音转汉字， 拼音输入法引擎， pin yin -> 拼音

pycorrector

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

pyhanlp

自然语言处理工具包HanLP的Python接口

python-rl

Some Reinforcement Learning in Python

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

ranking

Learning to Rank in TensorFlow

recommendersystems

reinforcement-learning

Minimal and Clean Reinforcement Learning Examples

rl4j

Deep Reinforcement Learning for the JVM (Deep-Q, A3C)

s2v

ICLR 2018 Quick-Thought vectors

sasrec

SASRec: Self-Attentive Sequential Recommendation