maikereis

act

Run your GitHub Actions locally 🚀

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

pyscript

Try PyScript: https://pyscript.com Examples: https://tinyurl.com/pyscript-examples Community: https://discord.gg/HxvBtukrg2

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

mlops-zoomcamp

Free MLOps course from DataTalks.Club

vaex

Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

sktime

A unified framework for machine learning with time series

auto-sklearn

Automated Machine Learning with scikit-learn

feast

The Open Source Feature Store for Machine Learning

machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

awesome-gis

😎Awesome GIS is a collection of geospatial related sources, including cartographic tools, geoanalysis tools, developer tools, data, conference & communities, news, massive open online course, some amazing map sites, and more.

PathOfBuilding

Offline build planner for Path of Exile.

ml-design-patterns

Source code accompanying O'Reilly book: Machine Learning Design Patterns

feature_engine

Feature engineering package with sklearn like functionality

MAPIE

A scikit-learn-compatible module to estimate prediction intervals and control risks based on conformal predictions.

skrub

Prepping tables for machine learning

PiML-Toolbox

PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics

conformal-prediction

Lightweight, useful implementation of conformal prediction on real data.

DataScienceInteractivePython

Python interactive dashboards for learning data science

Transformers_And_LLM_Are_What_You_Dont_Need

The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transformer models.

dask-examples

Easy-to-run example notebooks for Dask

terraform-provider-iterative

☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes

feature-engineering-for-time-series-forecasting

Code repository for the online course "Feature Engineering for Time Series Forecasting".

pyemd

Accurate, efficient Earth Mover's Distance for Python (and MATLAB).

reproducible-data-science

Tutorials on creating a reproducible and maintainable data science project

fraud-dataset-benchmark

Repository for Fraud Dataset Benchmark

pyastrx

The PyASTrX philosophy is to provide a simple, easy-to-use, and extensible framework for code quality analysis, refactoring and codebase analysis.

PoD_MeetUp_GIS_in_Python

Repositório do PoD MeetUp: "Data Science GeoEspacial no Python - Uma Introdução ao GIS".

edgeseraser