Repository Index

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

• gbdt
• gbrt
• gbm
• distributed-systems

Python package built to ease deep learning on graph, on top of existing DL frameworks.

• deep-learning
• graph-neural-networks

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`

• data-science
• machine-learning-production
• mlops

An efficient video loader for deep learning with smart shuffling that's super easy to digest

• video-loader

Natural Gradient Boosting for Probabilistic Prediction

• machine-learning
• gradient-boosting
• natural-gradients
• uncertainty-estimation

Universal model exchange and serialization format for decision tree forests

https://github.com/dmlc/xgboost

Go database query builder library for PostgreSQL

• query-builder
• sql
• postgresql
• active-record

Using Machine Learning to predict the type of exercise from movement data

• keras
• tensorflow
• coreml
• googlecloudml

A DSL in Clojure for SQL query, DML, and DDL. Supports a majority of MySQL's statements.

Pre-execution safety analysis for MySQL DDL/DML operations.

• ddl
• mysql
• aws-rds-aurora-mysql
• aws-rds-mysql