Starred repositories
An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIs
Lightweight, modular, and extensible library for functional programming.
Most of the things you need to know about SQL
Spark Gotchas. A subjective compilation of the Apache Spark tips and tricks
Curated coding interview preparation materials for busy software engineers
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 comp…
A library for debugging/inspecting machine learning classifiers and explaining their predictions
A game theoretic approach to explain the output of any machine learning model.
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
Python tutorials as Jupyter Notebooks for NLP, ML, AI
Python code for common Machine Learning Algorithms
A simple, yet flexible scala neural networks implementation
Purely Functional Algorithms and Data Structures in Scala
This is the code repository for the code in "Object-Orientation, Abstraction, and Data Structures Using Scala".
A replica of the AlphaZero methodology for deep reinforcement learning in Python
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Deep Learning (Python, C, C++, Java, Scala, Go)