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Topic · data-science

data-science

Tracked open-source repos tagged data-science, sorted by stars.

522 repos
  • A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2026 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

    5,296-4Star change over the last 7 days
  • awesome-mlops@kelvins

    :sunglasses: A curated list of awesome MLOps tools

    5,265+6Star change over the last 7 days
  • SynapseML@microsoft

    Simple and Distributed Machine Learning Python Library porting ML algorithms for Spark

    5,245+3Star change over the last 7 days
  • gluonts@awslabs

    Probabilistic time series modeling in Python

    5,229-3Star change over the last 7 days
  • dtale@man-group

    Visualizer for pandas data structures

    5,215+1Star change over the last 7 days
  • mlxtend@rasbt

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

    5,172+5Star change over the last 7 days
  • datascience@sreeharierk

    This repository is a compilation of free resources for learning Data Science.

    5,150-3Star change over the last 7 days
  • r4ds@hadley

    R for data science: a book

    5,149+4Star change over the last 7 days
  • danfojs@javascriptdata

    Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.

    5,057-1Star change over the last 7 days
  • Time series forecasting with PyTorch

    4,979+1Star change over the last 7 days
  • List of telegram groups, channels & bots // Список интересных групп, каналов и ботов телеграма // Список чатов для программистов

    4,966+0Star change over the last 7 days
  • matplotplusplus@alandefreitas

    Matplot++: A C++ Graphics Library for Data Visualization 📊🗾

    4,924+1Star change over the last 7 days
  • course-v3@fastai

    The 3rd edition of course.fast.ai

    4,910-1Star change over the last 7 days
  • statsforecast@Nixtla

    Lightning ⚡️ fast forecasting with statistical and econometric models.

    4,895+4Star change over the last 7 days
  • interviews.ai@BoltzmannEntropy

    It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

    4,895+4Star change over the last 7 days
  • ML-foundations@jonkrohn

    Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

    4,855+5Star change over the last 7 days
  • edward@blei-lab

    A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

    4,843+0Star change over the last 7 days
  • competition-baseline@datawhalechina

    数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

    4,761+4Star change over the last 7 days
  • cracking-the-data-science-interview@khanhnamle1994

    A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

    4,754+6Star change over the last 7 days
  • Flux.jl@FluxML

    Relax! Flux is the ML library that doesn't make you tensor

    4,741+0Star change over the last 7 days
  • awesome-jupyter@markusschanta

    A curated list of awesome Jupyter projects, libraries and resources

    4,666+3Star change over the last 7 days
  • nlpaug@makcedward

    Data augmentation for NLP

    4,665+0Star change over the last 7 days
  • Curated list of Python resources for data science.

    4,663+5Star change over the last 7 days
  • serenata-de-amor@okfn-brasil

    🕵 Artificial Intelligence for social control of public administration | **This repository does not receive frequent updates. Check out the README**

    4,605+1Star change over the last 7 days
  • DeepAnalyze@ruc-datalab

    DeepAnalyze is the first agentic LLM for autonomous data science. 🎈你的AI数据分析师,自动分析大量数据,一键生成专业分析报告!

    4,589+16Star change over the last 7 days
  • probability@tensorflow

    Probabilistic reasoning and statistical analysis in TensorFlow

    4,431+0Star change over the last 7 days
  • MachineLearningNotebooks@Azure

    Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft

    4,426-1Star change over the last 7 days
  • FLAML@microsoft

    A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

    4,393+2Star change over the last 7 days
  • 🙌 Welcome open-source Python mini-project contributions!

    4,376+3Star change over the last 7 days
  • d2l-pytorch@dsgiitr

    This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

    4,363+2Star change over the last 7 days
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