ryanjmccall

flax

Flax is a neural network library for JAX that is designed for flexibility.

effective-java-3e-source-code

The source code from the third edition of Effective Java, with minor additions as necessary to make it runnable.

machine-learning-interview-questions

This repository is to prepare for Machine Learning interviews.

self_supervised

A Pytorch-Lightning implementation of self-supervised algorithms

slot_attention

deep-learning-implementations

Implementation of deep learning algorithms and papers. Python, Tensorflow, PyTorch.

mlflow

Open source platform for the machine learning lifecycle

cd4ml-workshop

Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshops

dvc

🦉 ML Experiments and Data Management with Git

docker-for-data-science-tutorial

Materials for "Docker for Data Science" tutorial presented at PyCon 2018 in Cleveland, OH

cookiecutter

A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.

production-data-science

Production Data Science: a workflow for collaborative data science aimed at production

plaidml

notebook used for testing plaidml setup on my macbook

ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

python-cheatsheet

Comprehensive Python Cheatsheet

dtreeviz

A python library for decision tree visualization and model interpretation.

tfx

TFX is an end-to-end platform for deploying production ML pipelines

light_curve_ml

Light curve classification prototyping

PyTricks

Collection of less popular features and tricks for the Python programming language

theMLbook

The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.

handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

nupic.torch

Numenta Platform for Intelligent Computing PyTorch libraries

Deep_reinforcement_learning_Course

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

og-equity-compensation

Stock options, RSUs, taxes — read the latest edition: www.holloway.com/ec

pymuscle

A motor unit based model of skeletal muscle and fatigue

system-design-primer

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

IrregularTimeSeriesAutoencoderPaper

alert_packet

Alert schemas in Avro format.

alert_stream

Mock alert stream distribution system using Kafka producers and consumers.