Stars
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
A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.
Awesome Incremental Learning
PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.
Codes and Datasets for paper RecSys'20 "SSE-PT: Sequential Recommendation Via Personalized Transformer" and NurIPS'19 "Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers"
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
中文整理的强化学习资料（Reinforcement Learning）
Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)
A curated awesome list of lists of interview questions. Feel free to contribute! 🎓
Repo for counting stars and contributing. Press F to pay respect to glorious developers.
Bug-tracking for Jeff's algorithms book, notes, etc.
An industrial deep learning framework for high-dimension sparse data
A library for efficient similarity search and clustering of dense vectors.
This repository contains Deep Learning based articles , paper and repositories for Recommender Systems
Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
A repository to curate and summarise research papers related to fashion and e-commerce
Cool vision, learning, and graphics papers on Cats!
Image-to-Image Translation in PyTorch
Python programs, usually short, of considerable difficulty, to perfect particular skills.
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
A curated list of software and architecture related design patterns.
互联网公司技术架构，微信/淘宝/微博/腾讯/阿里/美团点评/百度/OpenAI/Google/Facebook/Amazon/eBay的架构，欢迎PR补充
High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI …
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive lea…
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Framework and Library for Distributed Online Machine Learning