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Pytorch

294 projects

Showing 36 of 294 projects

Det3D
Det3DPython

A general-purpose PyTorch codebase for 3D object detection with state-of-the-art model implementations and multi-dataset support.

#autonomous-driving#distributed-training#3d-object-detection
Stars1.6k
Forks293
Last commit2 years ago
Big Transfer (BiT)
Big Transfer (BiT)Python

Official repository for Big Transfer (BiT) models, providing pre-trained visual representations for efficient transfer learning across computer vision tasks.

#model-distillation#transfer-learning#jax
Stars1.5k
Forks175
Last commit
torchtyping
torchtypingPython

Type annotations and runtime checking for PyTorch tensor shape, dtype, layout, and names.

#developer-tools#python-typing#typing
Stars1.5k
Forks43
Last commit1 year ago
MMEngine
MMEnginePython

A foundational PyTorch library for training deep learning models, serving as the core engine for the OpenMMLab ecosystem.

#distributed-training#ai#model-training
Stars1.5k
Forks455
Last commit11 days ago
gradslam
gradslamPython

An open-source differentiable dense SLAM library for PyTorch, enabling gradient flow from map outputs to sensor inputs.

#robotics#deep-learning#geometric-deep-learning
Stars1.4k
Forks166
Last commit2 years ago
TorchSeg
TorchSegPython

A fast, modular PyTorch reference implementation for training and evaluating semantic segmentation models.

#multi-gpu#distributed-training#model-training
Stars1.4k
Forks250
Last commit6 years ago
CV-pretrained-model
CV-pretrained-model

A curated collection of open-source computer vision pre-trained models across TensorFlow, Keras, PyTorch, Caffe, and MXNet frameworks.

#mxnet#data-science#deep-learning
Stars1.4k
Forks190
Last commit5 years ago
SLM Lab
SLM LabPython

A modular deep reinforcement learning framework in PyTorch for research and application, featuring ready-to-use algorithms and reproducible experiments.

#policy-gradient#gymnasium#a3c
Stars1.4k
Forks290
Last commit1 month ago
ProtTrans
ProtTransJupyter Notebook

State-of-the-art pre-trained transformer language models for protein sequences, enabling tasks like structure prediction and function annotation.

#transformer-models#deep-learning#protein-structure-prediction
Stars1.3k
Forks167
Last commit
packnet-sfm
packnet-sfmPython

A PyTorch implementation of self-supervised monocular depth estimation using 3D packing for high-resolution, real-time depth prediction.

#autonomous-driving#3d-vision#ego-motion-estimation
Stars1.3k
Forks246
Last commit3 years ago
JS-PyTorch
JS-PyTorchJavaScript

A deep learning JavaScript library built from scratch with PyTorch-like syntax and GPU acceleration via GPU.js.

#web-ai#deep-learning#pytorch-like
Stars1.2k
Forks55
Last commit1 year ago
TorchXRayVision
TorchXRayVisionJupyter Notebook

An open-source library providing chest X-ray datasets, pre-trained models, and tools for medical imaging research and analysis.

#medical-application#transfer-learning#chest-xray
Stars1.2k
Forks255
Last commit19 days ago
DeepDow
DeepDowPython

A Python framework for portfolio optimization using deep learning to allocate investment weights in a single forward pass.

#markowitz#buy-and-hold#stock-price-prediction
Stars1.2k
Forks168
Last commit2 years ago
DeepPurpose
DeepPurposeJupyter Notebook

A deep learning library for drug-target interaction, drug property, protein-protein interaction, drug-drug interaction, and protein function prediction in bioinformatics.

#cheminformatics#deep-learning#drug-target-interactions
Stars1.2k
Forks305
Last commit
Auto Graph Learning
Auto Graph LearningPython

An autoML framework and toolkit for automating machine learning tasks on graph-structured data.

#graph-neural-networks#node-classification#dgl
Stars1.1k
Forks123
Last commit8 months ago
nnAudio
nnAudioPython

An audio processing toolbox using PyTorch 1D convolutional neural networks for on-the-fly spectrogram generation with trainable kernels.

#cqt-spectrogram#neural-network#spectrogram
Stars1.1k
Forks97
Last commit2 months ago
Super-Fast-Accurate-3D-Object-Detection
Super-Fast-Accurate-3D-Object-DetectionPython

A PyTorch implementation for super fast and accurate 3D object detection using LiDAR point clouds, featuring an anchor-free approach.

#center#lidar#autonomous-driving
Stars1.1k
Forks280
Last commit
SKRL
SKRLPython

A modular Python library for Reinforcement Learning with support for PyTorch, JAX, NVIDIA Warp, and multiple environment interfaces.

#robotics#gymnasium#jax
Stars1.1k
Forks150
Last commit2 months ago
GitHub repository
GitHub repositoryPython

A PyTorch framework for efficient 3D semantic and panoptic segmentation using superpoint-based transformer architectures.

#transformer#point-clouds#fast
Stars1.0k
Forks134
Last commit3 months ago
allRank
allRankPython

A PyTorch framework for training neural learning-to-rank models with flexible loss functions and scoring architectures.

#transformer#ndcg#information-retrieval
Stars1.0k
Forks129
Last commit1 year ago
OpenMetricLearning
OpenMetricLearningPython

A PyTorch-based framework for training and validating models that produce high-quality embeddings for metric learning and retrieval tasks.

#hacktoberfest#similarity-learning#image-retrieval
Stars995
Forks77
Last commit
ai-imu-dr
ai-imu-drPython

A deep learning-enhanced Kalman filter for accurate vehicle dead reckoning using only an IMU sensor.

#robotics#sensor-fusion#inertial-odometry
Stars988
Forks260
Last commit1 year ago
KerasNLP
KerasNLPPython

A pretrained modeling library for Keras 3 offering simple, flexible, and fast access to models for text, image, and audio tasks.

#jax#keras-3#deep-learning
Stars987
Forks352
Last commit18 hours ago
MOSES
MOSESPython

A benchmarking platform for molecular generation models, providing datasets, implementations, and evaluation metrics for drug discovery research.

#molecular-generation#cheminformatics#deep-learning
Stars985
Forks279
Last commit2 years ago
neuropod
neuropodC++

A uniform interface to run deep learning models from multiple frameworks like TensorFlow, PyTorch, and Keras in C++ and Python.

#deep-learning#production-ml#model-inference
Stars943
Forks73
Last commit2 years ago
sgan
sganPython

A PyTorch implementation of Social GAN for predicting socially acceptable human trajectories using generative adversarial networks.

#sequence-prediction#deep-learning#social-navigation
Stars915
Forks272
Last commit2 years ago
pytorch2keras
pytorch2kerasPython

Convert PyTorch models to Keras (TensorFlow backend) for deployment and interoperability.

#keras-model-convertor#deployment#densenet
Stars862
Forks143
Last commit3 years ago
neural-style-pt
neural-style-ptPython

A PyTorch implementation of neural style transfer, combining the content of one image with the artistic style of another.

#generative-art#styletransfer#deep-style
Stars857
Forks168
Last commit3 years ago
torch-rb
torch-rbRuby

A Ruby deep learning library powered by LibTorch, providing a PyTorch-like API for Ruby developers.

#deep-learning#gpu-acceleration#neural-networks
Stars834
Forks38
Last commit16 days ago
Torch.rb
Torch.rbRuby

A deep learning library for Ruby that provides a native interface to LibTorch, enabling GPU-accelerated neural network development.

#deep-learning#neural-networks#ruby-gem
Stars834
Forks38
Last commit16 days ago
DGL-LifeSci
DGL-LifeSciPython

A Python package for applying graph neural networks to molecular graphs and biological networks in life science research.

#graph-neural-networks#cheminformatics#dgl
Stars807
Forks162
Last commit2 years ago
Anti-UAV
Anti-UAVPython

A benchmark and toolkit for discovering, detecting, recognizing, and tracking UAVs in the wild using RGB and thermal infrared video.

#thermal-infrared#uav-detection#object-tracking
Stars807
Forks131
Last commit1 year ago
GitHub repository
GitHub repositoryPython

A PyTorch framework for semantic segmentation of large 3D point clouds using superpoint graphs.

#lidar#graph-neural-networks#3d-computer-vision
Stars802
Forks215
Last commit3 years ago
HyenaDNA
HyenaDNAAssembly

A long-range genomic foundation model that processes DNA sequences up to 1 million nucleotides at single nucleotide resolution.

#deep-learning#dna-sequencing#genomics
Stars799
Forks107
Last commit1 year ago
PyTorch Frame
PyTorch FramePython

A modular deep learning framework for PyTorch to build neural networks on heterogeneous tabular data.

#data-science#deep-learning#data-frame
Stars793
Forks73
Last commit2 days ago
zheye
zheyePython

A convolutional neural network program that identifies inverted Chinese character captchas used by Zhihu for login verification.

#gmm#neural-network#zhihu
Stars793
Forks221
Last commit2 years ago
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