:sunglasses: A curated list of awesome MLOps tools
- awesome
- machine-learning
- machine-learning-engineering
- mle
Repository Index
56,638 visible repositories in the index
313–336 of 926 · Most stars
Python tools for geographic data
- geoparquet
- geospatial
- pandas
- python
Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.
- ai
- chain-of-thought
- collaboration
- dataset-generation
MCP server for market analysis in AI assistants: screeners, multi-timeframe technical analysis, backtests and sentiment for crypto, stocks, forex and futures. 39 tools. Self-host free, or use the hosted version, TradingMCP.
- claude-desktop
- cryptocurrency
- mcp-server
- mcp-tools
Probabilistic time series modeling in Python
- time-series
- deep-learning
- forecasting
- neural-networks
Agent-ready RPA suite with out-of-the-box automation tools. Built for individuals and enterprises.
- agent
- ai
- automation
- enterprise
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
Structured data extraction, instruction calling and agentic workflows with ML, LLM and Vision LLM
- machinelearning
- huggingface-transformers
- computer-vision
- llm
Open-Source Unified Vulnerability Management, DevSecOps & ASPM
TranslatedThe largest-ever Chinese knowledge graph with 140 million entries, open source and available for download
Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets
- human-in-the-loop
- natural-language-processing
- mlops
- developer-tools
Parse Redis dump.rdb files, Analyze Memory, and Export Data to JSON
A library of extension and helper modules for Python's data analysis and machine learning libraries.
- python
- machine-learning
- data-science
- data-mining
CKAN is an open-source DMS (data management system) for powering data hubs and data portals. CKAN makes it easy to publish, share and use data. It powers catalog.data.gov, open.canada.ca/data, data.humdata.org among many other sites.
- python
- open-data
- data
- catalog
Ministack: Free, open-source local AWS emulator - 60+ services, Terraform compatible, real databases. Free forever. MIT licensed.
WebRTC and ORTC implementation for Python using asyncio
- webrtc
- ortc
- data-channel
- python
A Python implementation of LightFM, a hybrid recommendation algorithm.
- machine-learning
- recommender
- python
- matrix-factorization
VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models
- image-to-video
- text-to-video
- video-generation
A data augmentations library for audio, image, text, and video.
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
- pytorch
- semantic-segmentation
- scene-recognition
- ade20k
Cairn is a general-purpose AI state-space search engine, validated first on autonomous penetration testing. Sometimes misspelled as Carin.
ACE-Step: A Step Towards Music Generation Foundation Model
A lightweight data processing framework built on DuckDB and 3FS.
- data-processing
- duckdb
Curated list of the best truly open-source AI projects, models, tools, and infrastructure. Daily updated.