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#machine-learning (30 Repositories)

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

Topic Avg Merge Rate

79.8%

Avg Review Latency

17.8h

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30 repositories tagged #machine-learning

S TierPython 185 10 GFIs

traceopt-ai/traceml

Open-source performance diagnostics for PyTorch training runs.

81.8%
Merge Rate
1d
First Review
86%
1st-Timers
13
Maintainers
S TierPython 193

DIAGNijmegen/rse-grand-challenge

A platform for end-to-end development of machine learning solutions in biomedical imaging

93.7%
Merge Rate
4h
First Review
83%
1st-Timers
6
Maintainers
S TierPython 251

PriorLabs/tabpfn-client

⚡ Easy API access to the tabular foundation model TabPFN ⚡

88.5%
Merge Rate
2h
First Review
100%
1st-Timers
5
Maintainers
S TierPython 2.9k

bghira/SimpleTuner

A general fine-tuning kit geared toward image/video/audio diffusion models.

92.2%
Merge Rate
1h
First Review
60%
1st-Timers
6
Maintainers
S TierRust 3.1k

spiceai/spiceai

Add a real-time analytics node to your operational database. Spice is a portable, accelerated SQL query, search, and LLM-inference engine in Rust for data-grounded AI apps and agents.

82.2%
Merge Rate
15h
First Review
65%
1st-Timers
16
Maintainers
S TierPython 374

bodo-ai/Bodo

High Performance Scalable Data Processing in Python and SQL

85.7%
Merge Rate
17h
First Review
100%
1st-Timers
5
Maintainers
S TierPython 5.1k 7 GFIs

pytorch/executorch

On-device AI across mobile, embedded and edge for PyTorch

69.6%
Merge Rate
15h
First Review
64%
1st-Timers
104
Maintainers
S TierLLLLVM 1.7k

EnzymeAD/Enzyme

High-performance automatic differentiation of LLVM and MLIR.

63.4%
Merge Rate
3h
First Review
78%
1st-Timers
24
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.

75.2%
Merge Rate
1d
First Review
63%
1st-Timers
35
Maintainers
S TierPython 17.8k 8 GFIs

rocketride-org/rocketride-server

High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.

62.0%
Merge Rate
-
First Review
37%
1st-Timers
43
Maintainers
A TierGo 444

nebius/soperator

Run Slurm in Kubernetes

79.2%
Merge Rate
15h
First Review
62%
1st-Timers
13
Maintainers
S TierPython 3.5k 2 GFIs

mne-tools/mne-python

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

69.0%
Merge Rate
-
First Review
74%
1st-Timers
29
Maintainers
A TierGo 7.6k 12 GFIs

flyteorg/flyte

Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.

74.8%
Merge Rate
2d
First Review
71%
1st-Timers
42
Maintainers
A TierPython 10.7k 6 GFIs

skypilot-org/skypilot

The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier AI teams build custom intelligence faster.

61.9%
Merge Rate
-
First Review
37%
1st-Timers
49
Maintainers
A TierTypeScript 136

danielroe/unsight.dev

Detect duplicate GitHub issues, areas of concern and more across related repositories.

100.0%
Merge Rate
<1h
First Review
100%
1st-Timers
4
Maintainers
A TierJUJulia 314

JuliaDiff/DifferentiationInterface.jl

An interface to various automatic differentiation backends in Julia.

89.3%
Merge Rate
6h
First Review
100%
1st-Timers
5
Maintainers
A TierPython 207 1 GFIs

FlexMeasures/flexmeasures

The intelligent & developer-friendly EMS to support real-time energy flexibility apps, rapidly and scalable.

66.7%
Merge Rate
7h
First Review
63%
1st-Timers
13
Maintainers
A TierPython 23.1k 3 GFIs

marimo-team/marimo

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

73.3%
Merge Rate
-
First Review
47%
1st-Timers
83
Maintainers
A TierTypeScript 938

ekzhang/jax-js

JAX in JavaScript – ML library for the web, running on WebGPU & Wasm

91.5%
Merge Rate
17h
First Review
67%
1st-Timers
6
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 TierTypeScript 108

Kitware/dive

Media annotation and analysis tools for web and desktop. Get started at https://viame.kitware.com

81.5%
Merge Rate
2d
First Review
60%
1st-Timers
8
Maintainers
A TierPython 1.4k 1 GFIs

nilearn/nilearn

Machine learning for NeuroImaging in Python

77.3%
Merge Rate
1d
First Review
74%
1st-Timers
17
Maintainers
A TierJava 7.1k

vespa-engine/vespa

The AI search platform

88.7%
Merge Rate
6d
First Review
73%
1st-Timers
35
Maintainers
A TierCUCuda 827

brucefan1983/GPUMD

Graphics Processing Units Molecular Dynamics

79.4%
Merge Rate
1d
First Review
80%
1st-Timers
13
Maintainers
A TierPython 244

neo4j/graph-data-science-client

A Python client for the Neo4j Graph Data Science (GDS) library

85.5%
Merge Rate
13h
First Review
100%
1st-Timers
12
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 TierC++ 3.3k

root-project/root

The official repository for ROOT: analyzing, storing and visualizing big data, scientifically

77.0%
Merge Rate
2d
First Review
70%
1st-Timers
52
Maintainers
A TierJavaScript 193

PeculiarVentures/GammaCV

GammaCV is a WebGL accelerated Computer Vision library for browser

94.1%
Merge Rate
4h
First Review
100%
1st-Timers
2
Maintainers
A TierPython 135

evo-design/proto-tools

A universal infrastructure layer for generative biology

88.9%
Merge Rate
-
First Review
100%
1st-Timers
4
Maintainers
A TierTypeScript 2.1k 4 GFIs

Comfy-Org/ComfyUI_frontend

Official front-end implementation of ComfyUI

50.6%
Merge Rate
11h
First Review
41%
1st-Timers
97
Maintainers