Cai Bin's repositories
awesome-bigdata
A curated list of awesome big data frameworks, ressources and other awesomeness.
awesome-reinforcement-learning-zh
中文整理的强化学习资料（Reinforcement Learning）
BERT-BiLSTM-CRF-NER
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning
BERT-chinese-text-classification-and-deployment
简单高效的Bert中文文本分类模型开发和部署
bert-sequence-tagging
基于BERT的中文序列标注
bert_language_understanding
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
ChID-Dataset
The ChID Dataset for paper ChID: A Large-scale Chinese IDiom Dataset for Cloze Test
deeplearning-1
深度学习相关的模型训练、评估和预测相关代码
k8s-in-action
《Kubernetes in Action 中文版》
models
Models and examples built with TensorFlow
nlp-competitions-list-review
复盘所有NLP比赛的TOP方案，只关注NLP比赛，持续更新中！
pure-bash-bible
📖 A collection of pure bash alternatives to external processes.
reinforce
reinforcement learning
rl-book
Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
RSPapers
Must-read papers on Recommender System.
sentiment_analysis_fine_grain
Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger
SparkInternals
Notes talking about the design and implementation of Apache Spark
SR-GNN
Source code and datasets for the paper "Session-based Recommendation with Graph Neural Networks" (AAAI-19)
tensorflow_practice
tensorflow实战练习，包括强化学习、推荐系统、nlp等
tf-estimator-tutorials
This repository includes tutorials on how to use the TensorFlow estimator APIs to perform various ML tasks, in a systematic and standardised way
YOLOv3_TensorFlow
Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.
yolov3_tf2
Yolov3 implemented with brand new TensorFlow 2.0 API (both train and prediction)