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#ml (30 Repositories)

Ranked open-source repositories tagged with #ml, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

66.7%

Avg Review Latency

11.8h

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30 repositories tagged #ml

S TierPython 10.8k 373 GFIs

omnigent-ai/omnigent

Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom agents — swap harnesses without rewriting, enforce policies and sandboxing, and collaborate in real time from any device.

63.6%
Merge Rate
-
First Review
41%
1st-Timers
155
Maintainers
A TierGo 444

nebius/soperator

Run Slurm in Kubernetes

79.2%
Merge Rate
15h
First Review
62%
1st-Timers
13
Maintainers
S TierZig 471

antflydb/antfly

74.8%
Merge Rate
-
First Review
100%
1st-Timers
8
Maintainers
A TierPython 571

mozilla/bugbug

Platform for Machine Learning projects on Software Engineering

70.6%
Merge Rate
5h
First Review
77%
1st-Timers
23
Maintainers
A TierRust 33.0k 4 GFIs

zeroclaw-labs/zeroclaw

Fast, small, and fully autonomous AI personal assistant infrastructure, any OS, any platform — deploy anywhere, swap anything 🦀

62.5%
Merge Rate
-
First Review
57%
1st-Timers
123
Maintainers
S TierC++ 16.2k

alibaba/MNN

MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.

74.8%
Merge Rate
-
First Review
67%
1st-Timers
35
Maintainers
A TierRuby 2.0k

patterns-ai-core/langchainrb

Build LLM-powered applications in Ruby

100.0%
Merge Rate
5h
First Review
100%
1st-Timers
2
Maintainers
A TierPython 1.6k

pixeltable/pixeltable

The backend agents build with - Multimodal database, orchestration, and serving in one file

62.6%
Merge Rate
12h
First Review
43%
1st-Timers
12
Maintainers
A TierPython 1.2k

aws/deep-learning-containers

One stop shop for running AI/ML on AWS.

52.8%
Merge Rate
14h
First Review
67%
1st-Timers
16
Maintainers
A TierPython 28.4k

mlflow/mlflow

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

58.5%
Merge Rate
-
First Review
34%
1st-Timers
171
Maintainers
A TierPython 2.5k

mflux-community/mflux

Apple MLX native implementations of state-of-the-art generative image & video models

63.2%
Merge Rate
-
First Review
100%
1st-Timers
21
Maintainers
A TierRust 131

paiml/aprender

Next Generation Machine Learning, Statistics and Deep Learning in PURE Rust

66.5%
Merge Rate
-
First Review
20%
1st-Timers
4
Maintainers
A TierPython 3.4k

superlinked/sie

Open-source inference server and production cluster for all the models your agent needs.

37.6%
Merge Rate
-
First Review
38%
1st-Timers
11
Maintainers
A TierPython 129

flyteorg/flyte-sdk

Type-safe, distributed orchestration of agents, ML pipelines, and real-time inference — in pure Python with async/await.

57.9%
Merge Rate
-
First Review
75%
1st-Timers
22
Maintainers
A TierScala 5.2k

microsoft/SynapseML

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

72.2%
Merge Rate
-
First Review
100%
1st-Timers
6
Maintainers
A TierC 1.8k 10 GFIs

Zaneham/Booth

Open-source CUDA, Triton and HIP compiler targeting multiple GPU and CPU architectures.

94.7%
Merge Rate
1d
First Review
100%
1st-Timers
0
Maintainers
A TierShell 860

awslabs/data-on-eks

DoEKS is a tool to build, deploy and scale Data Platforms on Amazon EKS

81.5%
Merge Rate
-
First Review
71%
1st-Timers
4
Maintainers
A TierC# 9.4k

dotnet/machinelearning

ML.NET is an open source and cross-platform machine learning framework for .NET.

43.2%
Merge Rate
-
First Review
67%
1st-Timers
18
Maintainers
A TierKotlin 500

smartscanapp/smartscan-android

Turn your images and videos into a personal knowledge base

97.8%
Merge Rate
6d
First Review
100%
1st-Timers
1
Maintainers
A TierJava 615

linkedin/venice

Venice, Derived Data Platform for Planet-Scale Workloads.

65.1%
Merge Rate
-
First Review
88%
1st-Timers
17
Maintainers
A TierPython 7.5k 1 GFIs

traceloop/openllmetry

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

17.0%
Merge Rate
-
First Review
12%
1st-Timers
61
Maintainers
A TierTypeScript 3.9k

synthetic-sciences/openscience

The open-source AI workbench for scientific research

65.2%
Merge Rate
-
First Review
60%
1st-Timers
11
Maintainers
A TierGo 1.4k

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.

79.5%
Merge Rate
21h
First Review
75%
1st-Timers
14
Maintainers
A TierScala 2.6k

spotify/scio

A Scala API for Apache Beam and Google Cloud Dataflow.

43.3%
Merge Rate
-
First Review
100%
1st-Timers
8
Maintainers
A TierPython 554

xorq-labs/xorq

Git-native executable catalog for agentic data work.

72.1%
Merge Rate
-
First Review
71%
1st-Timers
4
Maintainers
A TierPython 3.4k

mnemosyne-oss/mnemosyne

Zero-cloud AI memory that works everywhere. SQLite-backed. One pure-Python dependency.

74.0%
Merge Rate
4d
First Review
56%
1st-Timers
48
Maintainers
A TierPython 21.6k

onnx/onnx

Open standard for machine learning interoperability

62.7%
Merge Rate
-
First Review
64%
1st-Timers
49
Maintainers
A TierScala 1.1k

airbnb/chronon

Chronon is a data platform for serving for AI/ML applications.

65.1%
Merge Rate
-
First Review
67%
1st-Timers
6
Maintainers
A TierJUJupyter Notebook 91.0k

microsoft/ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

77.4%
Merge Rate
7h
First Review
83%
1st-Timers
2
Maintainers
A TierC# 4.6k

mcmonkeyprojects/SwarmUI

SwarmUI (formerly StableSwarmUI), A Modular Stable Diffusion Web-User-Interface, with an emphasis on making powertools easily accessible, high performance, and extensibility.

64.2%
Merge Rate
22h
First Review
67%
1st-Timers
24
Maintainers
Best Ml Open Source Repositories & C-Rank™ | GetMerged