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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/easezyc/deep-transfer-learning

A collection of implementations of deep domain adaptation algorithms

deep-transfer-learning domain-adaptation pytorch transfer-learning

Last synced: 02 Aug 2024

https://github.com/pnnl/neuromancer

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

constrained-optimization control-systems deep-learning differentiable-control differentiable-optimization differentiable-programming dynamical-systems nonlinear-dynamics nonlinear-optimization physics-informed-ml pytorch

Last synced: 01 Aug 2024

https://github.com/RL-VIG/LibFewShot

LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.

few-shot-learning fine-tuning image-classification meta-learning pytorch

Last synced: 03 Aug 2024

https://github.com/allegro/allRank

allRank is a framework for training learning-to-rank neural models based on PyTorch.

click-model deep-learning information-retrieval learning-to-rank machine-learning ndcg python pytorch ranking transformer

Last synced: 02 Aug 2024

https://github.com/baal-org/baal

Bayesian active learning library for research and industrial usecases.

active-learning ai bayesian-active-learning deep-learning machine-learning python pytorch

Last synced: 03 Aug 2024

https://github.com/BUPT-GAMMA/OpenHGNN

This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.

dgl graph-neural-networks heterogeneous pytorch

Last synced: 08 Aug 2024

https://github.com/voldemortX/pytorch-auto-drive

PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, RESA, LSTR, LaneATT, BézierLaneNet...) based on PyTorch with fast training, visualization, benchmarking & deployment help

apex cityscapes culane deeplab erfnet fcn gtav lane-detection lstr mobilenet onnx pascal-voc pytorch resa scnn semantic-segmentation tensorboard tensorrt tusimple

Last synced: 31 Jul 2024

https://github.com/pytorch/translate

Translate - a PyTorch Language Library

artificial-intelligence machine-learning onnx pytorch

Last synced: 01 Aug 2024

https://github.com/bamos/densenet.pytorch

A PyTorch implementation of DenseNet.

deep-learning densenet pytorch

Last synced: 31 Jul 2024

https://github.com/nashory/pggan-pytorch

:fire::fire: PyTorch implementation of "Progressive growing of GANs (PGGAN)" :fire::fire:

celeba-hq-dataset gan generative-adversarial-network progressive-gan progressively-growing-gan pytorch tensorboard

Last synced: 01 Aug 2024

https://github.com/RedisAI/RedisAI

A Redis module for serving tensors and executing deep learning graphs

machine-learning onnxruntime pytorch redisai serving-tensors tensorflow

Last synced: 31 Jul 2024

https://github.com/diegoalejogm/gans

Generative Adversarial Networks implemented in PyTorch and Tensorflow

cyclegan dcgans gans gans-collections paper-implementations pytorch tensorflow

Last synced: 07 Aug 2024

https://github.com/geoopt/geoopt

Riemannian Adaptive Optimization Methods with pytorch optim

optimization pytorch riemannian-geometry riemannian-manifold riemannian-optimization

Last synced: 31 Jul 2024

https://github.com/MontaEllis/Pytorch-Medical-Segmentation

This repository is an unoffical PyTorch implementation of Medical segmentation in 2D and 3D.

medical-image-processing pytorch segmentation torchio

Last synced: 07 Aug 2024

https://github.com/wujiyang/Face_Pytorch

face recognition algorithms in pytorch framework, including arcface, cosface, sphereface and so on

arcface cosface face-recognition pytorch sphereface

Last synced: 31 Jul 2024

https://github.com/kimhc6028/relational-networks

Pytorch implementation of "A simple neural network module for relational reasoning" (Relational Networks)

deep-learning pytorch relational-networks

Last synced: 01 Aug 2024

https://github.com/Replicable-MARL/MARLlib

One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)

deep-reinforcement-learning multi-agent-reinforcement-learning pytorch ray rllib

Last synced: 31 Jul 2024

https://github.com/MinZHANG-WHU/Change-Detection-Review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

artificial-intelligence caffe change-detection code deep-learning keras machine-learning matlab open-datasets python pytorch remote-sensing review sar streetview tensorflow unsupervised-learning

Last synced: 01 Aug 2024

https://github.com/agrimgupta92/sgan

Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018

deep-learning generative-adversarial-network human-trajectory-prediction pytorch social-navigation trajectory-prediction

Last synced: 02 Aug 2024

https://github.com/dvgodoy/PyTorchStepByStep

Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

cnn-pytorch deep-learning python pytorch pytorch-tutorial rnn-pytorch

Last synced: 31 Jul 2024

https://github.com/megvii-research/IJCAI2023-CoNR

IJCAI2023 - Collaborative Neural Rendering using Anime Character Sheets

anime computer-graphics computer-vision deep-learning pytorch

Last synced: 01 Aug 2024

https://github.com/996refuse/zheye

者也 - 知乎 倒立的文字 汉字验证码识别程序

gmm neural-network python pytorch zhihu

Last synced: 03 Aug 2024

https://github.com/xxxnell/how-do-vits-work

(ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"

loss-landscape pytorch self-attention transformer vision-transformer

Last synced: 03 Aug 2024

https://github.com/kazuto1011/grad-cam-pytorch

PyTorch re-implementation of Grad-CAM (+ vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps)

deconvnet grad-cam guided-backpropagation occlusion-sensitivity pytorch visualization

Last synced: 03 Aug 2024

https://github.com/alibaba/BladeDISC

BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.

compiler deep-learning inference-optimization machine-learning mlir neural-network pytorch tensorflow

Last synced: 31 Jul 2024

https://github.com/torrvision/crayon

A language-agnostic interface to TensorBoard

crayon data-visualization deep-learning docker pytorch tensorboard tensorflow torch7

Last synced: 03 Aug 2024

https://github.com/rahulschand/gpu_poor

Calculate token/s & GPU memory requirement for any LLM. Supports llama.cpp/ggml/bnb/QLoRA quantization

ggml gpu huggingface language-model llama llama2 llamacpp llm pytorch quantization

Last synced: 24 Sep 2024

https://github.com/pytorch/benchmark

TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.

benchmark pytorch

Last synced: 24 Sep 2024

https://github.com/MediaBrain-SJTU/MING

明医 (MING):中文医疗问诊大模型

consultation huggingface llm medical pytorch transformers

Last synced: 03 Aug 2024

https://github.com/jeya-maria-jose/Medical-Transformer

Official Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" - MICCAI 2021

attention deep-learning medical-image-analysis medical-imaging pytorch segmentation transformer transformers

Last synced: 03 Aug 2024

https://github.com/parrt/tensor-sensor

The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.

debugging deep-learning jax matrix numpy python pytorch tensorflow tracing vector

Last synced: 25 Sep 2024

https://github.com/youngwanLEE/centermask2

[CVPR 2020] CenterMask : Real-time Anchor-Free Instance Segmentation

anchor-free centermask cvpr2020 detectron2 instance-segmentation object-detection pytorch real-time vovnet vovnetv2

Last synced: 30 Jul 2024

https://github.com/kwea123/VTuber_Unity

Use Unity 3D character and Python deep learning algorithms to stream as a VTuber!

dlib face-detection face-landmark-detection face-pose gaze-estimation python pytorch unity unity-chan vrm vtuber

Last synced: 02 Aug 2024

https://github.com/vandit15/Class-balanced-loss-pytorch

Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"

computer-vision cvpr2019 deep-learning loss-functions pytorch

Last synced: 03 Aug 2024

https://github.com/kaituoxu/Speech-Transformer

A PyTorch implementation of Speech Transformer, an End-to-End ASR with Transformer network on Mandarin Chinese.

asr attention attention-is-all-you-need end-to-end pytorch self-attention transformer

Last synced: 07 Aug 2024

https://github.com/denis2054/transformers-for-nlp-2nd-edition

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

bert chatgpt chatgpt-api dall-e dall-e-api deep-learning gpt-3-5-turbo gpt-4 gpt-4-api huggingface-transformers machine-learning natural-language-processing nlp openai python pytorch roberta-model transformers trax

Last synced: 02 Aug 2024

https://github.com/mit-han-lab/tinyengine

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory

c codegenerator cpp deep-learning edge-computing microcontroller neural-architecture-search pytorch quantization tinyml

Last synced: 31 Jul 2024

https://github.com/kuan-wang/pytorch-mobilenet-v3

MobileNetV3 in pytorch and ImageNet pretrained models

classification imagenet mobilenet mobilenetv2 mobilenetv3 pytorch

Last synced: 31 Jul 2024

https://github.com/higgsfield/Capsule-Network-Tutorial

Pytorch easy-to-follow Capsule Network tutorial

capsule-network clean-code easy-to-use pytorch pytorch-tutorials

Last synced: 31 Jul 2024

https://github.com/spijkervet/simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

contrastive-learning pytorch representation-learning simclr unsupervised-learning

Last synced: 24 Sep 2024

https://github.com/rusty1s/pytorch_cluster

PyTorch Extension Library of Optimized Graph Cluster Algorithms

cluster-algorithms geometric-deep-learning graph-neural-networks pytorch

Last synced: 01 Aug 2024

https://github.com/SimonVandenhende/Multi-Task-Learning-PyTorch

PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).

computer-vision eccv2020 multi-task-learning nyud pascal pytorch scene-understanding segmentation

Last synced: 02 Aug 2024

https://github.com/teddykoker/torchsort

Fast, differentiable sorting and ranking in PyTorch

cuda-kernel pytorch ranking sort

Last synced: 03 Aug 2024

https://github.com/positive666/yolo_research

based on yolo-high-level project (detect\pose\classify\segment\):include yolov5\yolov7\yolov8\ core ,improvement research ,SwintransformV2 and Attention Series. training skills, business customization, engineering deployment C

attention-mechanism custom-networ deepstream object-detection pytorch swintransformer yolov5 yolov7 yolov8

Last synced: 02 Aug 2024

https://github.com/wmcnally/kapao

KAPAO is an efficient single-stage human pose estimation model that detects keypoints and poses as objects and fuses the detections to predict human poses.

deep-learning human-pose-estimation pose-estimation pytorch yolo

Last synced: 02 Aug 2024

https://github.com/hengyuan-hu/bottom-up-attention-vqa

An efficient PyTorch implementation of the winning entry of the 2017 VQA Challenge.

bottom-up-attention pytorch vqa

Last synced: 01 Aug 2024

https://github.com/asyml/texar-pytorch

Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CASL project: http://casl-project.ai/

bert casl-project data-processing deep-learning dialog-systems gpt-2 machine-learning machine-translation natural-language-processing python pytorch roberta texar texar-pytorch text-data text-generation xlnet

Last synced: 02 Aug 2024

https://github.com/fastnlp/fastHan

fastHan是基于fastNLP与pytorch实现的中文自然语言处理工具,像spacy一样调用方便。

bert cws fastnlp joint-model ner parser pos python pytorch

Last synced: 31 Jul 2024

https://github.com/fregu856/deeplabv3

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

autonomous-driving computer-vision deep-learning machine-learning pytorch semantic-segmentation

Last synced: 07 Aug 2024

https://github.com/shibing624/similarities

Similarities: a toolkit for similarity calculation and semantic search. 相似度计算、匹配搜索工具包,支持亿级数据文搜文、文搜图、图搜图,python3开发,开箱即用。

bm25 deep-learning faiss image-search image-similarity matching nlp pytorch search-engine similarity similarity-search text-matching

Last synced: 25 Sep 2024

https://github.com/Tencent/PatrickStar

PatrickStar enables Larger, Faster, Greener Pretrained Models for NLP and democratizes AI for everyone.

bert gpt nlp pretrained-models pytorch

Last synced: 03 Aug 2024

https://github.com/soapisnotfat/super-resolution

collection of super-resolution models & algorithms

fsrcnn pytorch resolution-models srcnn srgan sup-pixel-cnn

Last synced: 05 Aug 2024

https://github.com/Spijkervet/SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

contrastive-learning pytorch representation-learning simclr unsupervised-learning

Last synced: 01 Aug 2024

https://github.com/guochengqian/PointNeXt

[NeurIPS'22] PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies

3d-vision pointcloud pointnet2 pytorch

Last synced: 31 Jul 2024

https://github.com/RahulSChand/gpu_poor

Calculate token/s & GPU memory requirement for any LLM. Supports llama.cpp/ggml/bnb/QLoRA quantization

ggml gpu huggingface language-model llama llama2 llamacpp llm pytorch quantization

Last synced: 01 Aug 2024

https://github.com/jackroos/VL-BERT

Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".

bert iclr2020 pre-training pytorch representation-learning self-supervised-learning vision-and-language vl-bert

Last synced: 01 Aug 2024

https://github.com/williamFalcon/test-tube

Python library to easily log experiments and parallelize hyperparameter search for neural networks

caffe caffe2 chainer data-science deep-learning grid-search hyperparameter-optimization keras machine-learning neural-networks pytorch random-search tensorflow

Last synced: 31 Jul 2024

https://github.com/williamfalcon/test-tube

Python library to easily log experiments and parallelize hyperparameter search for neural networks

caffe caffe2 chainer data-science deep-learning grid-search hyperparameter-optimization keras machine-learning neural-networks pytorch random-search tensorflow

Last synced: 25 Sep 2024

https://github.com/kymatio/kymatio

Wavelet scattering transforms in Python with GPU acceleration

deep-learning keras numpy pytorch scattering-transform scikit-learn tensorflow wavelets

Last synced: 24 Sep 2024

https://github.com/jacobgil/vit-explain

Explainability for Vision Transformers

deep-learning explainable-ai pytorch transformer vision-transformer

Last synced: 01 Aug 2024

https://github.com/mosecorg/mosec

A high-performance ML model serving framework, offers dynamic batching and CPU/GPU pipelines to fully exploit your compute machine

cv deep-learning gpu hacktoberfest jax llm llm-serving machine-learning machine-learning-platform mlops model-serving mxnet nerual-network python pytorch rust tensorflow tts

Last synced: 01 Aug 2024

https://github.com/msnh2012/Msnhnet

🔥 (yolov3 yolov4 yolov5 unet ...)A mini pytorch inference framework which inspired from darknet.

darknet inference-engine jetson-nx mobilenetv2 mobilenetyolo pytorch yolov3 yolov4 yolov5

Last synced: 02 Aug 2024

https://github.com/tusen-ai/SST

Code for a series of work in LiDAR perception, including SST (CVPR 22), FSD (NeurIPS 22), FSD++ (TPAMI 23), FSDv2, and CTRL (ICCV 23, oral).

3d-object-detection autonomous-driving pytorch

Last synced: 31 Jul 2024

https://github.com/quic/sense

Enhance your application with the ability to see and interact with humans using any RGB camera.

activity-recognition calorie-estimation computer-vision deep-learning fitness-app gesture-recognition neural-networks pytorch video

Last synced: 05 Aug 2024

https://github.com/DrSleep/light-weight-refinenet

Light-Weight RefineNet for Real-Time Semantic Segmentation

deep-learning light-weight pytorch refinenet semantic-segmentation

Last synced: 04 Aug 2024

https://github.com/MisaOgura/flashtorch

Visualization toolkit for neural networks in PyTorch! Demo -->

cnn deep-learning explainability interpretability machine-learning neural-networks pytorch visualization

Last synced: 31 Jul 2024

https://github.com/luhua-rain/MRC_Competition_Dureader

机器阅读理解 冠军/亚军代码及中文预训练MRC模型

bert dureader mrc pytorch qa squad

Last synced: 01 Aug 2024

https://github.com/ritchieng/deep-learning-wizard

Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, Apptainer, and more.

apptainer deep-learning llamaindex ollama python3 pytorch

Last synced: 31 Jul 2024

https://github.com/PaddlePaddle/X2Paddle

Deep learning model converter for PaddlePaddle. (『飞桨』深度学习模型转换工具)

caffe model-converter onnx paddlepaddle pytorch tensorflow x2paddle-model-zoo

Last synced: 01 Aug 2024

https://github.com/Denis2054/Transformers-for-NLP-2nd-Edition

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

bert chatgpt chatgpt-api dall-e dall-e-api deep-learning gpt-3-5-turbo gpt-4 gpt-4-api huggingface-transformers machine-learning natural-language-processing nlp openai python pytorch roberta-model transformers trax

Last synced: 29 Jul 2024

https://github.com/fboulnois/stable-diffusion-docker

Run the official Stable Diffusion releases in a Docker container with txt2img, img2img, depth2img, pix2pix, upscale4x, and inpaint.

dall-e dalle diffusion docker generative-art huggingface image-generation inpainting midjourney pytorch stable-diffusion tensorflow text-to-image

Last synced: 01 Aug 2024

https://github.com/creafz/pytorch-cnn-finetune

Fine-tune pretrained Convolutional Neural Networks with PyTorch

convolutional-neural-networks deep-learning pretrained-models pytorch

Last synced: 03 Aug 2024

https://github.com/cloneofsimo/minDiffusion

Self-contained, minimalistic implementation of diffusion models with Pytorch.

diffusion pytorch

Last synced: 31 Jul 2024