#mlops (30 Repositories)
Ranked open-source repositories tagged with #mlops, scored by pull request acceptance likelihood and maintainer engagement velocity.
67.5%
27.0h
30 repositories tagged #mlops
traceopt-ai/traceml
Open-source performance diagnostics for PyTorch training runs.
flyteorg/flyte
Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.
lance-format/lance
Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..
vllm-project/vllm-ascend
Community maintained hardware plugin for vLLM on Huawei Ascend
mlrun/mlrun
MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.
microsoft/agent-lightning
The absolute trainer to light up AI agents.
zenml-io/kitaru
Agent traces you can run, not just read.
nuclia/nucliadb
NucliaDB, The AI Search database for RAG
lightly-ai/lightly-studio
LightlyStudio - The Unified Data Platform for Multimodal ML
lupinemachines/lupine
LUPINE is a GPU over IP bridge allowing GPUs on remote machines to be attached to CPU-only machines.
superlinked/sie
Open-source inference server and production cluster for all the models your agent needs.
flyteorg/flyte-sdk
Type-safe, distributed orchestration of agents, ML pipelines, and real-time inference — in pure Python with async/await.
kubeflow/pipelines
Machine Learning Pipelines for Kubeflow
kitops-ml/kitops
An open source DevOps tool from the CNCF for packaging and versioning AI/ML models, datasets, code, and configuration into an OCI Artifact.
deepset-ai/haystack-core-integrations
Additional packages (components, document stores and the likes) to extend the capabilities of Haystack
zenml-io/zenml
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
SwanHubX/SwanLab
⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.
IBM/unitxt
🦄 Unitxt is a Python library for enterprise-grade evaluation of AI performance, offering the world's largest catalog of tools and data for end-to-end AI benchmarking
feast-dev/feast
The Open Source Feature Store for AI/ML
Giskard-AI/giskard-oss
🐢 Open-Source Evaluation & Testing library for LLM Agents
wandb/wandb
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
alvinreal/awesome-opensource-ai
Curated list of the best truly open-source AI projects, models, tools, and infrastructure. Daily updated.
hongbo-miao/hongbomiao.com
A personal research and development (R&D) lab that facilitates the sharing of knowledge.
datachain-ai/datachain
The Context Layer for unstructured data: typed, versioned datasets over S3, GCS, Azure
kedro-org/kedro
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
rh-aiservices-bu/ai-on-openshift
AI-on-OpenShift website source code
skops-dev/skops
skops is a Python library helping you share your scikit-learn based models and put them in production
m3dev/gokart
Gokart solves reproducibility, task dependencies, constraints of good code, and ease of use for Machine Learning Pipeline.
AmineDjeghri/generative-ai-project-template
Template for a new generative ai project using uv, nicegui, fastapi, llms (cloud & local with litellm and ollama, cpu/gpu) and langfuse for llm observability
tensorchord/envd
🏕️ Reproducible development environment for humans and agents