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a_journey_into_math_of_ml

amc

Code for KDD 2014 paper "Mining Topics in Documents: Standing on the Shoulders of Big Data"

apache-hadoop-3.1.0-winutils

HADOOP 3.1.0 winutils

bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

bert_chinesewordsegment

A Chinese word segment model based on BERT, F1-Score 97%

bp-algorithm

一文彻底搞懂BP算法：原理推导+数据演示+项目实战

chinesener

A neural network model for Chinese named entity recognition

gsdmm

GSDMM: Short text clustering

ipv6-hosts

knn-ring-mpi

This is my implementation of knn-search algorithm

platemo

Evolutionary multi-objective optimization platform

pythoncoding

python git control

pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

pytorchdocs

PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！（readthedocs 样式:http://pytorch123.com/）

recommendation_system

spiral_mbs_placement_algorithm

text-classification-cnn-rnn

CNN-RNN中文文本分类，基于TensorFlow

tmn

Source code of TMN (Topic Memory Network)

twemproxy

A fast, light-weight proxy for memcached and redis

word2vec-googlenews-vectors

word2vec Google News model

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.