R11happy

torchkeras

Pytorch❤️ Keras 😋😋

NLP-Notes

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

word2vec_numpy

Word2Vec implementation using numpy

pytorch-deep-learning

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

ICML-2020-MSBCB

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

awesome-offline-rl

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

Internet-advertising-mechanism-and-strategy

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.)

DeepRL-Chinese

DRL

Deep Reinforcement Learning

pg-is-all-you-need

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

rainbow-is-all-you-need

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

WSDM-CUP-2022-Retention-Score-Prediction

WSDM2022留存预测挑战赛 第1名解决方案

leetcode

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.

WWW-2022-PAPER-SUPPLEMENTARY-MATERIALS

dtreeviz

A python library for decision tree visualization and model interpretation.

MARL-Algorithms

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

ml-homework-cz

机器学习相关作业

Kaggle-MoA-2nd-Place-Solution

mr_uplift

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

scikit-uplift

:exclamation: uplift modeling in scikit-learn style in python :snake:

2019-XiaMenBank-Data-Modeling-Competition

2019厦门国际银行“数创金融杯”数据建模大赛-top2

awesome-causality-algorithms

An index of algorithms for learning causality with data

Recommender-Systems-Competition-TopSolutions

推荐系统竞赛TOP开源解决方案汇总。

Record

awesome-transfer-learning

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

salad

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

Statistical-Learning-Method_Code

手写实现李航《统计学习方法》书中全部算法

mixmatch

pythonselfuse

Useful Things

Dassl.pytorch

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