Pytorch❤️ Keras 😋😋

详细双语注释版word2vec源码，well-annotated word2vec

Word2Vec implementation using numpy

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Code of ICML-2020 paper Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising

An index of algorithms for offline reinforcement learning (offline-rl)

计算广告机制策略相关材料整理(A collection of research and application papers about Strategy in Internet advertising.)

Deep Reinforcement Learning

Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.

Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

WSDM2022留存预测挑战赛 第1名解决方案

python 数据结构与算法 leetcode 算法题与书籍 刷算法全靠套路与总结！Crack LeetCode, not only how, but also why.

A python library for decision tree visualization and model interpretation.

Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II

机器学习相关作业

Multiple Response Uplift (or heterogeneous treatment effects) package that builds and evaluates tradeoffs with multiple treatments and multiple responses

❗ uplift modeling in scikit-learn style in python 🐍

2019厦门国际银行“数创金融杯”数据建模大赛-top2

An index of algorithms for learning causality with data

推荐系统竞赛TOP开源解决方案汇总。

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.

手写实现李航《统计学习方法》书中全部算法

Useful Things

A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.