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PyTorch

PyTorch is an open source machine learning library based on the Torch library, used for applications such as computer vision and natural language processing, primarily developed by Facebook’s AI Research lab.

https://github.com/tlkh/ai-lab

All-in-one AI container for rapid prototyping

cuda data-science deep-learning docker jupyter nvidia pytorch tensorflow

Last synced: 14 Nov 2024

https://github.com/skhadem/3D-BoundingBox

PyTorch implementation for 3D Bounding Box Estimation Using Deep Learning and Geometry

3d computer-vision localization pytorch

Last synced: 28 Oct 2024

https://github.com/cccntu/minlora

minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.

fastai huggingface pytorch pytorch-implementation pytorch-lightning

Last synced: 09 Nov 2024

https://github.com/M-Nauta/TCDF

Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series

causality cnn forecasting machine-learning neural-networks prediction python pytorch timeseries

Last synced: 15 Nov 2024

https://github.com/kubeflow/mpi-operator

Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.)

apache-mxnet distributed-computing horovod kubeflow kubernetes mpi pytorch tensorflow

Last synced: 14 Oct 2024

https://github.com/ashishpatel26/Real-time-ML-Project

A curated list of applied machine learning and data science notebooks and libraries across different industries.

application deep-learning deeplearning dl keras machine-learning machine-learning-algorithms machinelearning ml ml-application project pytorch real-time real-time-data rl tensorflow theano

Last synced: 01 Nov 2024

https://github.com/allentdan/libtorchsegmentation

A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.

cpp deeplabv3 deeplabv3plus fpn image-segmentation imagenet libtorch libtorch-segment models neural-network pretrained-backbones pretrained-weights pspnet pytorch pytorch-cpp pytorch-cpp-frontend resnet resnext semantic-segmentation unet

Last synced: 16 Nov 2024

https://github.com/BlackHC/toma

Helps you write algorithms in PyTorch that adapt to the available (CUDA) memory

data-science gpu machine-learning python pytorch

Last synced: 15 Nov 2024

https://github.com/blackhc/toma

Helps you write algorithms in PyTorch that adapt to the available (CUDA) memory

data-science gpu machine-learning python pytorch

Last synced: 16 Nov 2024

https://github.com/songquanpeng/pytorch-template

To be the world's best PyTorch project template.

boilerplates gan gans pytorch pytorch-template

Last synced: 13 Nov 2024

https://github.com/shm007g/LLaMA-Cult-and-More

Large Language Models for All, 🦙 Cult and More, Stay in touch !

alpaca chatgpt deepspeed ggml gpt gpt4 gptq llama llm loralib pytorch tensorflow transformers vicuna

Last synced: 27 Oct 2024

https://github.com/zihangJiang/TokenLabeling

Pytorch implementation of "All Tokens Matter: Token Labeling for Training Better Vision Transformers"

imagenet lv-vit pytorch segmentation transformer vision

Last synced: 13 Nov 2024

https://github.com/KinglittleQ/torch-batch-svd

A 100x faster SVD for PyTorch⚡️

cusolver pytorch svd

Last synced: 27 Oct 2024

https://github.com/petuum/adaptdl

Resource-adaptive cluster scheduler for deep learning training.

aws cloud deep-learning distributed-systems distributed-training kubernetes machine-learning pytorch

Last synced: 16 Nov 2024

https://github.com/open-compass/VLMEvalKit

Open-source evaluation toolkit of large vision-language models (LVLMs), support GPT-4v, Gemini, QwenVLPlus, 40+ HF models, 20+ benchmarks

chatgpt claude clip computer-vision evaluation gemini gpt gpt-4v gpt4 large-language-models llava llm multi-modal openai openai-api pytorch qwen vit vqa

Last synced: 08 Aug 2024

https://github.com/Eromera/erfnet_pytorch

Pytorch code for semantic segmentation using ERFNet

cityscapes erfnet pytorch segmentation semantic semantic-segmentation

Last synced: 03 Aug 2024

https://github.com/adefossez/julius

Fast PyTorch based DSP for audio and 1D signals

dsp pytorch

Last synced: 20 Oct 2024

https://github.com/vita-group/shapematchinggan

[ICCV 2019, Oral] Controllable Artistic Text Style Transfer via Shape-Matching GAN

gans iccv19 pytorch style-transfer

Last synced: 16 Nov 2024

https://github.com/shinya7y/UniverseNet

USB: Universal-Scale Object Detection Benchmark (BMVC 2022)

mmdetection object-detection pytorch waymo-open-dataset

Last synced: 28 Oct 2024

https://github.com/abhiskk/fast-neural-style

pytorch implementation of fast-neural-style

deep-learning neural-style pytorch

Last synced: 06 Nov 2024

https://github.com/Stanford-TML/EDGE

Official PyTorch Implementation of EDGE (CVPR 2023)

animation dance-generation diffusion-models pytorch

Last synced: 14 Nov 2024

https://github.com/eliahuhorwitz/DeepSIM

Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)

computer-graphics computer-vision deep-learning deep-neural-networks edge-to-image generative-adversarial-network iccv2021 image-editing image-to-image-translation pytorch segmantation-to-image single-image

Last synced: 07 Aug 2024

https://github.com/Jeff-sjtu/res-loglikelihood-regression

Code for "Human Pose Regression with Residual Log-likelihood Estimation", ICCV 2021 Oral

2d-human-pose 3d-human-pose human-pose-estimation iccv iccv2021 pytorch regression

Last synced: 03 Aug 2024

https://github.com/NasirKhalid24/CLIP-Mesh

Official implementation of CLIP-Mesh: Generating textured meshes from text using pretrained image-text models

3d pytorch

Last synced: 06 Nov 2024

https://github.com/eliahuhorwitz/deepsim

Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)

computer-graphics computer-vision deep-learning deep-neural-networks edge-to-image generative-adversarial-network iccv2021 image-editing image-to-image-translation pytorch segmantation-to-image single-image

Last synced: 17 Nov 2024

https://github.com/patrick-kidger/torchcde

Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.

controlled-differential-equations deep-learning deep-neural-networks differential-equations dynamical-systems machine-learning neural-differential-equations neural-networks pytorch time-series

Last synced: 29 Oct 2024

https://github.com/interpretml/interpret-community

Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.

deep-learning explainer explanationdashboard interpretable-models machine-learning mimic-explainer python pytorch tabular-explainer

Last synced: 17 Nov 2024

https://github.com/omerbsezer/fast-pytorch

Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes

cnn cnn-pytorch colab-notebook colab-tutorial colaboratory computer-vision deep-learning machine-learning mlp python pytorch pytorch-implementation pytorch-tutorial rnn rnn-pytorch transfer-learning

Last synced: 11 Nov 2024

https://github.com/naver/roma

RoMa: A lightweight library to deal with 3D rotations in PyTorch.

3d geometry pytorch rotation

Last synced: 15 Nov 2024

https://naver.github.io/roma/

RoMa: A lightweight library to deal with 3D rotations in PyTorch.

3d geometry pytorch rotation

Last synced: 17 Nov 2024

https://github.com/Continvvm/continuum

A clean and simple data loading library for Continual Learning

continual-learning dataloader dataset incremental-learning lifelong-learning online-learning pytorch

Last synced: 15 Nov 2024

https://github.com/clovaai/AdamP

AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights (ICLR 2021)

deep-learning iclr2021 machine-learning optimizer optimizer-algorithms pytorch

Last synced: 15 Nov 2024

https://github.com/hysts/anime-face-detector

Anime Face Detector using mmdet and mmpose

anime computer-vision face-detection face-landmark-detection pytorch

Last synced: 12 Nov 2024

https://github.com/continvvm/continuum

A clean and simple data loading library for Continual Learning

continual-learning dataloader dataset incremental-learning lifelong-learning online-learning pytorch

Last synced: 29 Oct 2024

https://github.com/Lotayou/densebody_pytorch

PyTorch implementation of CloudWalk's recent work DenseBody

3d-reconstruction human pose-estimation pytorch

Last synced: 04 Nov 2024

https://github.com/clovaai/adamp

AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights (ICLR 2021)

deep-learning iclr2021 machine-learning optimizer optimizer-algorithms pytorch

Last synced: 12 Nov 2024

https://github.com/apachecn/fastai-ml-dl-notes-zh

:book: [译] fast.ai 机器学习和深度学习中文笔记

deep-learning fastai lecture-notes machine-learning python pytorch

Last synced: 12 Nov 2024

https://github.com/ethanhe42/epipolar-transformers

Epipolar Transformers (best paper award, CVPR 2020 workshop)

3d 3dposeestimation deep-learning pose-estimation pytorch

Last synced: 13 Nov 2024

https://github.com/datawhalechina/torch-rechub

A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.

ctr-prediction pytorch recommendation-system recsys

Last synced: 13 Nov 2024

https://github.com/cccntu/minLoRA

minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.

fastai huggingface pytorch pytorch-implementation pytorch-lightning

Last synced: 24 Oct 2024

https://github.com/greydanus/hamiltonian-nn

Code for our paper "Hamiltonian Neural Networks"

deep-learning dynamics hamiltonian neural-network physics pytorch research

Last synced: 30 Oct 2024

https://github.com/Media-Smart/vedaseg

A semantic segmentation toolbox based on PyTorch

deeplabv3 deeplabv3plus fpn pspnet pytorch semantic-segmentation unet

Last synced: 14 Nov 2024

https://github.com/nvidia-merlin/dataloader

The merlin dataloader lets you rapidly load tabular data for training deep leaning models with TensorFlow, PyTorch or JAX

deep-learning jax pytorch recommender-systems tensorflow

Last synced: 15 Nov 2024

https://github.com/MuQiuJun-AI/bert4pytorch

超轻量级bert的pytorch版本,大量中文注释,容易修改结构,持续更新

bert nlp pytorch transformer

Last synced: 06 Nov 2024

https://github.com/AdamCobb/hamiltorch

PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks

bnn hmc pytorch

Last synced: 30 Oct 2024

https://github.com/AlignmentResearch/tuned-lens

Tools for understanding how transformer predictions are built layer-by-layer

machine-learning pytorch transformers

Last synced: 29 Oct 2024

https://github.com/gengshan-y/high-res-stereo

Hierarchical Deep Stereo Matching on High Resolution Images, CVPR 2019.

cvpr2019 pytorch stereo-matching stereo-vision

Last synced: 04 Aug 2024

https://github.com/aelnouby/Text-to-Image-Synthesis

Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper

gans image-generation pytorch text-to-image zero-shot-learning

Last synced: 15 Nov 2024

https://github.com/wuba/dl_inference

通用深度学习推理工具,可在生产环境中快速上线由TensorFlow、PyTorch、Caffe框架训练出的深度学习模型。

ai caffe deep-learing inference machine-learning pytorch tensorflow

Last synced: 16 Nov 2024

https://github.com/apple/ml-mdm

Train high-quality text-to-image diffusion models in a data & compute efficient manner

deep-learning diffusion-models large-scale-vision-models machine-learning pytorch

Last synced: 07 Oct 2024

https://github.com/sforaidl/genrl

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

algorithm-implementations benchmarking data-science deep-learning gym hacktoberfest machine-learning neural-network openai python pytorch reinforcement-learning reinforcement-learning-algorithms

Last synced: 30 Oct 2024

https://github.com/muqiujun-ai/bert4pytorch

超轻量级bert的pytorch版本,大量中文注释,容易修改结构,持续更新

bert nlp pytorch transformer

Last synced: 01 Oct 2024

https://github.com/SforAiDl/genrl

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

algorithm-implementations benchmarking data-science deep-learning gym hacktoberfest machine-learning neural-network openai python pytorch reinforcement-learning reinforcement-learning-algorithms

Last synced: 12 Nov 2024

https://github.com/fadel/pytorch_ema

Tiny PyTorch library for maintaining a moving average of a collection of parameters.

deep-learning neural-networks pytorch

Last synced: 11 Oct 2024

https://github.com/JusperLee/Dual-Path-RNN-Pytorch

Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation implemented by Pytorch

deep-learning pytorch rnn-model speech-separation speech-separation-algorithm

Last synced: 02 Nov 2024

https://github.com/xiadingZ/video-caption.pytorch

pytorch implementation of video captioning

deep-learning pytorch video-captioning

Last synced: 14 Nov 2024

https://github.com/achaiah/pywick

High-level batteries-included neural network training library for Pytorch

classification deep-learning neural-networks pytorch semantic-segmentation

Last synced: 14 Nov 2024

https://github.com/PersiaML/PERSIA

High performance distributed framework for training deep learning recommendation models based on PyTorch.

bagua deep-learning distributed-computing machine-learning persia pytorch recommender-system rust-lang

Last synced: 11 Nov 2024

https://github.com/aelnouby/text-to-image-synthesis

Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper

gans image-generation pytorch text-to-image zero-shot-learning

Last synced: 15 Nov 2024

https://github.com/yanx27/2DPASS

2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds (ECCV 2022) :fire:

deep-learning knowledge-distillation lidar-point-cloud nuscenes pytorch semantic-segmentation semantickitti

Last synced: 28 Oct 2024

https://github.com/UM-ARM-Lab/pytorch_mppi

Model Predictive Path Integral (MPPI) with approximate dynamics implemented in pytorch

approximate-dynamics controls model-predictive-control mppi pytorch

Last synced: 28 Oct 2024

https://github.com/airlab-unibas/airlab

Image registration laboratory for 2D and 3D image data

autograd image-alignment image-registration pytorch rapid-prototyping

Last synced: 27 Oct 2024

https://github.com/swz30/MIRNetv2

[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement

contrast-enhancement defocus-deblurring denoising high-resolution image-denoising image-enhancement image-processing image-restoration low-level-vision low-light-image-enhancement pytorch tpami

Last synced: 06 Nov 2024

https://github.com/wpf535236337/real-time-network

real-time network architecture for mobile devices and semantic segmentation

efficient-networks lightweightnetwoks mobile-networks neural-architecture-search pytorch semantic-segmentation

Last synced: 27 Oct 2024

https://github.com/persiaml/persia

High performance distributed framework for training deep learning recommendation models based on PyTorch.

bagua deep-learning distributed-computing machine-learning persia pytorch recommender-system rust-lang

Last synced: 14 Oct 2024

https://github.com/nanoporetech/bonito

A PyTorch Basecaller for Oxford Nanopore Reads

basecalling nanopore pytorch

Last synced: 13 Nov 2024

https://github.com/microsoft/azureml-bert

End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service

azure-machine-learning azureml-bert bert bert-model finetuning language-model nlp pretrained-models pretraining pytorch tuning

Last synced: 17 Nov 2024

https://github.com/aleju/self-driving-truck

Self-Driving Truck in Euro Truck Simulator 2, trained via Reinforcement Learning

autonomous deep-learning pytorch reinforcement-learning self-driving-car

Last synced: 17 Nov 2024