MoLiang's repositories
ML-Docker-Env
:books::pineapple: This is my personal docker configure for machine learning and deep learning
Co-Action-Network
Implementation of CAN: Revisiting Feature Co-Action for Click-Through RatePrediction
coral-ordinal
Tensorflow Keras implementation of ordinal regression using consistent rank logits (CORAL) by Cao et al. (2019)
deeplearning
深度学习相关的模型训练、评估和预测相关代码
DeepLearningZeroToAll
TensorFlow Basic Tutorial Labs
DeepLight_Deep-Lightweight-Feature-Interactions
Accelerating Inference for Recommendation Systems
Dynamic-Fairness
Dynamic Fair Rankings
GNN-Recommender-Systems
An index of recommendation algorithms that are based on Graph Neural Networks.
OfferOrientedAlgorithms
《剑指Offer：数据结构与算法名企面试题精讲》
OI-wiki
:star2: Wiki of OI / ICPC for everyone. （某大型游戏线上攻略，内含炫酷算术魔法）
pairAdjacentViolators
A JVM implementation of the Pair Adjacent Violators algorithm for isotonic regression
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
PyTorchZeroToAll
Simple PyTorch Tutorials Zero to ALL!
Reco-papers
Classic papers and resources on recommendation
reinforcement-learning-an-introduction
Python implementation of Reinforcement Learning: An Introduction
Tencent2019_Finals_Rank1st
2019腾讯广告算法大赛完整代码（冠军）
Tencent2020_Rank1st
The code for 2020 Tencent College Algorithm Contest, and the online result ranks 1st.
torch-rechub
A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
two_tower_recommendation_system
A two tower recommendation system implementation with tensorflow estimator, for CTR or Recall.
uncertainty-calibration
A collection of research and application papers of (uncertainty) calibration techniques.