zhoulei's repositories
Chinese
Tools and resources for Chinese texts preprocessing. Validated in two papers, one CCF C, EI indexing and one CCF B, SCI indexing.
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
margin-softmax
keras sparse implement of margin-softmax
NRLPapers
Must-read papers on network representation learning (NRL) / network embedding (NE)
nlp_tasks
Natural Language Processing Tasks and References
Information-Extraction-Chinese
Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取
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)
TCN
Sequence modeling benchmarks and temporal convolutional networks
hyperparameter-optimization
Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms
learn_math_fast
This is the Curriculum for "How to Learn Mathematics Fast" By Siraj Raval on Youtube
dgk_lost_conv
dgk_lost_conv 中文对白语料 chinese conversation corpus
atec_text_sim
atec
interview_python
关于Python的面试题
CycleGAN
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
notes-linear-algebra
线性代数笔记
lihang_book_algorithm
致力于将李航博士《统计学习方法》一书中所有算法实现一遍
books
"我的阅历"
TextClassification
deep learning in text classification(keras)
chinese-poetry-zhCN
chinese-poetry [古诗] 简体中文版本
awesome-torch
A curated list of awesome Torch tutorials, projects and communities
RepresentationLearning
知识表示相关学习算法
DeepLearning.ai-Summary
This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.
share_ppt
🚗 🚗 🚗 我个人曾经做过的技术分享... 🚗 🚗 🚗
DuerOS-Python-Client
基于DuerOS的个人的智能语音助手
CapsNet-Tensorflow
A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules
chinese-poetry
最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。
Synonyms
中文近义词工具包
neo4j
Graphs for Everyone