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#neural-network (30 Repositories)

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

Topic Avg Merge Rate

70.8%

Avg Review Latency

28.5h

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30 repositories tagged #neural-network

S TierPython 5.1k 7 GFIs

pytorch/executorch

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

69.9%
Merge Rate
-
First Review
73%
1st-Timers
102
Maintainers
A TierPython 11.4k 11 GFIs

kornia/kornia

🐍 Geometric Computer Vision Library for Spatial AI

52.6%
Merge Rate
-
First Review
40%
1st-Timers
62
Maintainers
A TierHAHaskell 135

vehicle-lang/vehicle

A toolkit for enforcing logical specifications on neural networks

82.8%
Merge Rate
9h
First Review
57%
1st-Timers
11
Maintainers
A TierC++ 218

ROCm/MIVisionX

AMD MIVisionX is a computer vision toolkit built around a highly optimized, conformant open-source implementation of the Khronos OpenVX™ 1.3.2 specification. As of the 4.0.0 release, MIVisionX ships three components: the AMD OpenVX™ engine, the AMD RPP OpenVX extension, and the RunVX graph executor — across CPU, HIP, and OpenCL backends.

92.3%
Merge Rate
-
First Review
100%
1st-Timers
5
Maintainers
A TierRust 16.1k

tracel-ai/burn

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

76.4%
Merge Rate
1d
First Review
65%
1st-Timers
43
Maintainers
A TierPython 3.5k 1 GFIs

PennyLaneAI/pennylane

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

54.9%
Merge Rate
-
First Review
60%
1st-Timers
47
Maintainers
A TierC# 57 3 GFIs

orcasound/orcahello

Real-time AI-assisted killer whale notification system (model and moderator portal) :star:

68.8%
Merge Rate
-
First Review
75%
1st-Timers
12
Maintainers
A TierC++ 5.8k

NVIDIA/DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

85.7%
Merge Rate
-
First Review
100%
1st-Timers
9
Maintainers
A TierJUJulia 1.2k

SciML/NeuralPDE.jl

Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

71.0%
Merge Rate
-
First Review
75%
1st-Timers
8
Maintainers
B TierPython 453

SonySemiconductorSolutions/mct-model-optimization

Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers advanced quantization and compression tools for deploying state-of-the-art neural networks.

100.0%
Merge Rate
<1h
First Review
100%
1st-Timers
1
Maintainers
A TierC++ 24.1k

PaddlePaddle/Paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)

56.7%
Merge Rate
-
First Review
56%
1st-Timers
38
Maintainers
A TierPython 4.3k

Nixtla/neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

90.5%
Merge Rate
6d
First Review
60%
1st-Timers
11
Maintainers
B TierPython 554

aiqm/torchani

TorchANI 2.0 is an open-source library that supports training, development, and research of ANI-style neural network interatomic potentials. It was originally developed and is currently maintained by the Roitberg group.

88.9%
Merge Rate
<1h
First Review
100%
1st-Timers
1
Maintainers
A TierRust 35.0k

qdrant/qdrant

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

71.3%
Merge Rate
4d
First Review
39%
1st-Timers
48
Maintainers
A TierC++ 214

nntrainer/nntrainer

NNtrainer is Software Framework for Training and Inferencing Neural Network Models on Devices.

23.3%
Merge Rate
-
First Review
14%
1st-Timers
13
Maintainers
A TierPython 104.2k 1 GFIs

pytorch/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

0.4%
Merge Rate
-
First Review
0%
1st-Timers
707
Maintainers
A TierPython 21.6k

onnx/onnx

Open standard for machine learning interoperability

62.2%
Merge Rate
-
First Review
58%
1st-Timers
48
Maintainers
A TierPython 330 1 GFIs

willyfh/visualtorch

VisualTorch aims to help visualize Torch-based neural network architectures.

73.3%
Merge Rate
7h
First Review
60%
1st-Timers
2
Maintainers
A TierC++ 200.6k

tensorflow/tensorflow

An Open Source Machine Learning Framework for Everyone

34.9%
Merge Rate
-
First Review
30%
1st-Timers
180
Maintainers
A TierJava 4.9k

deepjavalibrary/djl

An Engine-Agnostic Deep Learning Framework in Java

69.2%
Merge Rate
4d
First Review
100%
1st-Timers
4
Maintainers
A TierC++ 798

nnstreamer/nnstreamer

:twisted_rightwards_arrows: Neural Network (NN) Streamer, Stream Processing Paradigm for Neural Network Apps/Devices.

69.2%
Merge Rate
-
First Review
67%
1st-Timers
2
Maintainers
A TierPython 124

bytedance/jaqmc

JAX accelerated Quantum Monte Carlo

68.2%
Merge Rate
-
First Review
50%
1st-Timers
2
Maintainers
B TierPython 120 1 GFIs

posit-dev/orbital

Turn SciKitLearn pipelines into SQL

78.6%
Merge Rate
22h
First Review
100%
1st-Timers
2
Maintainers
B TierPython 7.5k

HIPS/autograd

Efficiently computes derivatives of NumPy code.

84.6%
Merge Rate
8h
First Review
67%
1st-Timers
1
Maintainers
B TierPython 472

stephenhky/PyShortTextCategorization

Various Algorithms for Short Text Mining

92.3%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierPython 4.8k

pytorch/ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

29.4%
Merge Rate
8h
First Review
50%
1st-Timers
16
Maintainers
B TierGo 1.6k

gomlx/gomlx

GoMLX: An Accelerated Machine Learning Framework For Go

95.8%
Merge Rate
-
First Review
100%
1st-Timers
1
Maintainers
B TierPython 128

the-database/traiNNer-redux

Deep learning training framework for image super resolution and restoration.

100.0%
Merge Rate
8d
First Review
100%
1st-Timers
0
Maintainers
B TierSwift 130

wvabrinskas/Neuron

A neural network library for Swift

92.3%
Merge Rate
11d
First Review
100%
1st-Timers
0
Maintainers
B TierPython 299

hongbo-miao/hongbomiao.com

A personal research and development (R&D) lab that facilitates the sharing of knowledge.

89.4%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers