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#deep-neural-networks (30 Repositories)

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

Topic Avg Merge Rate

21.0%

Avg Review Latency

14.6h

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30 repositories tagged #deep-neural-networks

A TierC++ 912 1 GFIs

autowarefoundation/vision_pilot

Free and fully open-source L2 ADAS stack powered by End-to-End AI technology

62.5%
Merge Rate
19h
First Review
43%
1st-Timers
8
Maintainers
A TierC++ 4.1k

uxlfoundation/oneDNN

Open-source library of optimized deep learning operations (matmul, convolution, attention) for CPUs (x64, AArch64, RISC-V) and Intel GPUs. Used by PyTorch, TensorFlow, OpenVINO, and ONNX Runtime.

73.2%
Merge Rate
-
First Review
60%
1st-Timers
73
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 TierPython 21.6k

onnx/onnx

Open standard for machine learning interoperability

62.7%
Merge Rate
-
First Review
64%
1st-Timers
49
Maintainers
A TierJava 4.9k

deepjavalibrary/djl

An Engine-Agnostic Deep Learning Framework in Java

69.2%
Merge Rate
3d
First Review
100%
1st-Timers
5
Maintainers
B TierC++ 200.9k

tensorflow/tensorflow

An Open Source Machine Learning Framework for Everyone

34.9%
Merge Rate
-
First Review
31%
1st-Timers
181
Maintainers
B TierSwift 110

palle-k/DL4S

Accelerated tensor operations and dynamic neural networks based on reverse mode automatic differentiation for every device that can run Swift - from watchOS to Linux

100.0%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierC++ 4.7k

OpenNMT/CTranslate2

Fast inference engine for Transformer models

46.2%
Merge Rate
4h
First Review
0%
1st-Timers
20
Maintainers
B TierPython 234

faisalthaheem/open-lpr

Open Source and Free License Plate Recognition Software

20.0%
Merge Rate
-
First Review
0%
1st-Timers
1
Maintainers
B TierPython 222

frgfm/torch-scan

Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)

62.5%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
D TierPython 1.8k

mbadry1/Top-Deep-Learning

Top 200 deep learning Github repositories sorted by the number of stars.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 644

yinguobing/cnn-facial-landmark

Training code for facial landmark detection based on deep convolutional neural network.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierC++ 6.4k

tensorflow/serving

A flexible, high-performance serving system for machine learning models

0.0%
Merge Rate
2d
First Review
0%
1st-Timers
5
Maintainers
D TierJUJupyter Notebook 15.2k

alphacep/vosk-api

Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node

0.0%
Merge Rate
3d
First Review
0%
1st-Timers
4
Maintainers
D TierTypeScript 2.0k

mil-tokyo/webdnn

The Fastest DNN Running Framework on Web Browser

0.0%
Merge Rate
-
First Review
0%
1st-Timers
1
Maintainers
D TierPython 2.7k

qualcomm/aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

0.0%
Merge Rate
8d
First Review
0%
1st-Timers
2
Maintainers
D TierScala 151

EmergentOrder/onnx-scala

An ONNX (Open Neural Network eXchange) API and backend for typeful, functional deep learning and classical machine learning in Scala 3

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 1.9k

kyegomez/BitNet

Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierJUJupyter Notebook 9.7k

roboflow/notebooks

A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like RF-DETR, YOLO11, SAM 3, and Qwen3-VL.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierMulti-language 18.3k

ujjwalkarn/Machine-Learning-Tutorials

machine learning and deep learning tutorials, articles and other resources

0.0%
Merge Rate
<1h
First Review
0%
1st-Timers
0
Maintainers
D TierPython 57.6k

deepfakes/faceswap

Deepfakes Software For All

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 2.3k

AIStream-Peelout/flow-forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 4.9k

KaiyangZhou/deep-person-reid

Torchreid: Deep learning person re-identification in PyTorch.

0.0%
Merge Rate
1d
First Review
0%
1st-Timers
0
Maintainers
D TierPython 491

Arm-Examples/ML-examples

Arm Machine Learning tutorials and examples

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierC++ 461

memoakten/ofxMSATensorFlow

C++ openframeworks addon and examples integrating Google's TensorFlow numerical computation and machine learning library

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 346

js3611/Deep-MRI-Reconstruction

Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction: Implementation & Demo

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierC++ 339

Xilinx/CHaiDNN

HLS based Deep Neural Network Accelerator Library for Xilinx Ultrascale+ MPSoCs

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierC++ 312

patrick-kidger/signatory

Differentiable computations of the signature and logsignature transforms, on both CPU and GPU. (ICLR 2021)

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 2.0k

haitongli/knowledge-distillation-pytorch

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 999

NVlabs/DoRA

[ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
Best Deep-neural-networks Open Source Repositories & C-Rank™ | GetMerged