data-science

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

Python Client for Supabase. Query Postgres from Flask, Django, FastAPI. Python user authentication, security policies, edge functions, file storage, and realtime data streaming. Good first issue.

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

Single-cell analysis in Python. Scales to >100M cells.

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

ArcticDB is a high performance, serverless DataFrame database built for the Python Data Science ecosystem.

A Python library that helps data scientists to infer causation rather than observing correlation.

Machine learning metrics for distributed, scalable PyTorch applications.

🍕 Repositório para juntar informações sobre materiais de estudo em análise de dados e áreas afins, empresas que trabalham com dados e dicionário de conceitos

A curated list of community detection research papers with implementations.

一个高质量、经典计算机书籍推荐清单，特点为：只收集高质量，各方向经典书籍，不求书多，只求书精。

A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine

An intuitive library to add plotting functionality to scikit-learn objects.

Data-centric LLM training with dynamic sample selection, domain mixture optimization, and example reweighting inside the LLaMA-Factory training loop.

Fast, accurate and scalable probabilistic data linkage with support for multiple SQL backends

Machine Learning Journal for Intermediate to Advanced Topics.

Label, clean and enrich text datasets with LLMs.

High Performace IDE for Jupyter Notebooks

Actively curated list of awesome BI tools. PRs welcome!

The goal of CLAIMED is to enable low-code/no-code rapid prototyping style programming to seamlessly CI/CD into production.

AI code-writing assistant that understands data content

Feature engineering and selection open-source Python library compatible with sklearn.

Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.

Jupyter notebook and datasets from the pandas video series

Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.

A Django app that creates automatic web UIs for Python scripts.

The Machine Learning & Deep Learning Compendium was a list of references in my private & single document, which I curated in order to expand my knowledge, it is now an open knowledge-sharing project compiled using Gitbook.

Documentation and samples for ArcGIS API for Python

The modern replacement for Jupyter Notebooks

Book repository for The Turing Way: a how to guide for reproducible, ethical and collaborative data science