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astnn

compiler

Compiler for C language in python

deepcoder

Deepcoder paper implementation

firststep

gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

gated-graph-neural-network-samples

Sample Code for Gated Graph Neural Networks

gcn

Implementation of Graph Convolutional Networks in TensorFlow

hands-on-ml-zh

:book: [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题，网站已下线！！】

keras-textclassification

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, ENT, DMN,

leetcode

🎓Leetcode solutions in Python 📚

nlp-journey

nlp相关的一些论文及代码, 包括主题模型、词向量(Word Embedding)、命名实体识别(NER)、文本分类(Text Classificatin)、文本生成(Text Generation)、文本相似性(Text Similarity)计算等，涉及到各种与nlp相关的算法，基于keras和tensorflow。

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

python

All Algorithms implemented in Python

selfstudytf

seq2seq_keras

使用keras搭建seq2seq完成中英文翻译

tensorflow-seq2seq

Implement en-fr translation task by implenting seq2seq, encoder-decoder in RNN layers with Attention mechanism and Beamsearch inference decoder in TensorFlow 1.3

tensorflow2_tutorials_chinese

tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials

text-classification

Tensorflow-implemented text classificators including FastText, TextCNN, TextRNN, TextBiRNN, TextRCNN, HAN, etc.

vdpython

VulDeePecker algorithm implemented in Python

zhihu

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.