data-science

A desktop application for viewing and analyzing tabular data

Debugging, monitoring and visualization for Python Machine Learning and Data Science

A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Koalas: pandas API on Apache Spark

Book_7_《机器学习》 | 鸢尾花书：从加减乘除到机器学习；欢迎批评指正

GeoAI: Artificial Intelligence for Geospatial Data

”数学不难“ 之 《线性代数不难》上下册，66话题完册；欢迎批评指正

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

Carefully curated resource links for data science in one place

A python library for decision tree visualization and model interpretation.

a delightful machine learning tool that allows you to train, test, and use models without writing code

Machine learning glossary

Visualize and compare datasets, target values and associations, with one line of code.

This repository is a curated collection of hands-on data science projects tailored for beginners. Whether you're just starting your journey in data science or looking to strengthen your skills, these projects provide a practical and interactive way to apply your knowledge.

StellarGraph - Machine Learning on Graphs

Deepnote is a drop-in replacement for Jupyter with an AI-first design, sleek UI, new blocks, and native data integrations. Use Python, R, and SQL locally in your favorite IDE, then scale to Deepnote cloud for real-time collaboration, Deepnote agent, and deployable data apps. https://deepnote.com/

FFCV: Fast Forward Computer Vision (and other ML workloads!)

C++ DataFrame for statistical, financial, and ML analysis in modern C++

A list of publicly available datasets with real-time data maintained by the team at bytewax.io

chDB is an in-process OLAP SQL Engine 🚀 powered by ClickHouse

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. 📈

A library for debugging/inspecting machine learning classifiers and explaining their predictions

📊⚽ A collection of football analytics projects, data, and analysis by Edd Webster (@eddwebster), including a curated list of publicly available resources published by the football analytics community.

Book_6_《数据有道》 | 鸢尾花书：从加减乘除到机器学习；欢迎大家批评指正！纠错多的同学会得到赠书感谢！

Jupyter extensions that help you write code faster: Context aware AI Chat, Autocomplete, and Spreadsheet

Survival analysis in Python

A visualization library for Rust