Tags: #data-science - OSS Alternative - Discover Top Open Source Alternatives to Popular Software

Tags: #data-science

MLOps Framework
python
10.1k

Netflix/metaflow

A human-centric Python framework for building, managing, and deploying real-life AI/ML systems from rapid prototyping to reliable production.

AI Agent / Data Science Automation Tool
Docker
4.1k

ruc-datalab/DeepAnalyze

DeepAnalyze is an agentic LLM that autonomously performs data science tasks, generating professional analysis reports with a single click.

Data Pipeline Framework
Python
10.9k

kedro-org/kedro

A Python framework for building reproducible, maintainable, and modular data engineering and data science pipelines using software engineering best practices.

Python Framework for Data & AI Web Applications
python
19.2k

Avaiga/taipy

Taipy is a Python library that empowers data scientists and machine learning engineers to rapidly transform their data and AI algorithms into production-ready web applications.

Data Labeling & Annotation Tool
Docker
27.1k

HumanSignal/label-studio

An open-source, multi-type data labeling and annotation tool with a simple UI and standardized output, designed to prepare and improve data for machine learning models.

AI Agent Framework / R&D Automation Platform
python
12.6k

microsoft/RD-Agent

Automates data-driven AI R&D processes using AI agents, excelling in machine learning engineering tasks.

Machine Learning Toolkit for Recommendation Systems
Python
21.7k

recommenders-team/recommenders

A comprehensive toolkit providing best practices, examples, and state-of-the-art algorithms to assist in prototyping, experimenting with, and operationalizing recommendation systems.

Machine Learning Library
python
9.8k

yzhao062/pyod

A comprehensive Python library for multi-modal anomaly detection, featuring 60+ algorithms and agentic AI capabilities for scalable, expert-level investigations.

Curated Resource List
28.8k

academic/awesome-datascience

A comprehensive, open-source repository of Data Science learning resources and tools for real-world problem-solving.

Online Course
Python
14.6k

DataTalksClub/mlops-zoomcamp

A free 9-week online course from DataTalks.Club, designed to teach the fundamentals of MLOps, from experimentation to deployment and monitoring.

Web Application Framework
python
24.2k

plotly/dash

A Python framework for building interactive data science web applications and dashboards without requiring JavaScript.

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