kevinpCroat

whylogs

An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈

MLWatcher

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

mummify

Version Control for Machine Learning

BentoML

The easiest way to serve AI/ML models in production - Build Model Inference Service, LLM APIs, Multi-model Inference Graph/Pipelines, LLM/RAG apps, and more!

GPBoost

Combining tree-boosting with Gaussian process and mixed effects models

node

Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data

dida

Differential dataflow for mere mortals

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

kedro

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

sagify

LLMs and Machine Learning done easily

pyenv

Simple Python version management

bodywork-pymc3-project

Serving Uncertainty with Bayesian inference, using PyMC3 with Bodywork

reflow

A language and runtime for distributed, incremental data processing in the cloud

PyDP

The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy

smartnoise-samples

Code samples and documentation for SmartNoise differential privacy tools

secure-xgboost

Secure collaborative training and inference for XGBoost.

mc2

A Platform for Secure Analytics and Machine Learning

privacy-preserving-xgboost-inference

Privacy-preserving XGBoost Inference

differential-privacy

Google's differential privacy libraries.

differential-privacy-library

Diffprivlib: The IBM Differential Privacy Library

LearningX

Deep & Classical Reinforcement Learning + Machine Learning Examples in Python

bandits

Python library for Multi-Armed Bandits

space-cloud

Open source Firebase + Heroku to develop, scale and secure serverless apps on Kubernetes

actions-ml-cicd

A Collection of GitHub Actions That Facilitate MLOps

ap-airflow

Astronomer Core Docker Images

cloudwatch2humio

Humio CloudWatch Ingestion Suite

argo-workflows

Workflow Engine for Kubernetes

ploomber

The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️

gluonts

Probabilistic time series modeling in Python