YuyangZhangFTD

YuyangZhangFTD's Stars

• Doragd/Algorithm-Practice-in-Industry

  搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）

  Language:Python2.8k338

• borisdayma/dalle-mini

  DALL·E Mini - Generate images from a text prompt

  Language:Python14.8k1.2k

• Yunhui1998/Reinforcement_learning_tutorial

  Share notes on learning reinforcement learing

  10312

• liber145/rlpack

  A pack of reinforcement learning algorithms.

  Language:Python8216

• jvpoulos/causal-ml

  Must-read papers and resources related to causal inference and machine (deep) learning

  684128

• guyulongcs/Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising

  Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Ranking (CTR/CVR prediction), Post Ranking, Large Model (Generative Recommendation, LLM), Transfer learning, Reinforcement Learning and so on.

  Language:Python1.5k230

• huangsg1/uncertainty-calibration

  A collection of research and application papers of (uncertainty) calibration techniques.

  31253

• LAMDA-NJU/Deep-Forest

  An Efficient, Scalable and Optimized Python Framework for Deep Forest (2021.2.1)

  Language:Python931162

• usaito/counterfactual-cv

  (ICML2020) “Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models’’

  Language:Python316

• ryantibs/conformal

  Tools for conformal inference in regression

  Language:R22652

• dexplo/dexplot

  Simple plotting library that wraps Matplotlib and integrated with DataFrames

  Language:Jupyter Notebook2319

• clinicalml/cfrnet

  Counterfactual Regression

  Language:Python29882

• LyWangPX/Reinforcement-Learning-2nd-Edition-by-Sutton-Exercise-Solutions

  Solutions of Reinforcement Learning, An Introduction

  Language:Jupyter Notebook2.1k467

• dalmia/David-Silver-Reinforcement-learning

  Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.

  Language:Jupyter Notebook789213

• piEsposito/blitz-bayesian-deep-learning

  A simple and extensible library to create Bayesian Neural Network layers on PyTorch.

  Language:Python942106

• dmlc/xgboost

  Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

  Language:C++26.4k8.7k

• skorch-dev/skorch

  A scikit-learn compatible neural network library that wraps PyTorch

  Language:Jupyter Notebook5.9k393

• guofei9987/scikit-opt

  Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

  Language:Python5.3k994

• wzhe06/Reco-papers

  Classic papers and resources on recommendation

  Language:Python3.3k806

• imsheridan/DeepRec

  推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction

  1k219

• databricks/koalas

  Koalas: pandas API on Apache Spark

  Language:Python3.3k358

• jrfiedler/causal_inference_python_code

  Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

  Language:Jupyter Notebook1.3k389

• claudiashi57/dragonnet

  Language:Python25255

• Lightning-AI/pytorch-lightning

  Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

  Language:Python28.7k3.4k

• Lightning-AI/deep-learning-project-template

  Pytorch Lightning code guideline for conferences

  Language:Python1.2k273

• bharathgs/Awesome-pytorch-list

  A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

  15.6k2.8k

• mbs0221-mlsys/Multitask-Learning

  Awesome Multitask Learning Resources

  653144

• locuslab/e2e-model-learning

  Task-based end-to-end model learning in stochastic optimization

  Language:Python20162

• IgorSusmelj/pytorch-styleguide

  An unofficial styleguide and best practices summary for PyTorch

  Language:Python1.9k173

• demuxin/pytorch_tricks

  some tircks for PyTorch

  57988