Repository Index

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

• programming
• development
• design
• design-system

120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

• python
• algorithm
• data-structure
• development

Best Practices on Recommendation Systems

• machine-learning
• recommender
• ranking
• deep-learning

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

• gbdt
• gbm
• machine-learning
• data-mining

Python training for business analysts and traders

• python
• jupyter
• jupyterlab
• binder

:star:Github Ranking:star: Github stars and forks ranking list. Github Top100 stars list of different languages. Automatically update daily. | Github仓库排名，每日自动更新

• ranking
• stars
• forks
• github-rank

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

• machine-learning
• decision-trees
• gradient-boosting
• gbm

allRank is a framework for training learning-to-rank neural models based on PyTorch.

• learning-to-rank
• ndcg
• ranking
• information-retrieval