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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/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: 18 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: 13 Jan 2025

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: 27 Nov 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/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: 13 Jan 2025

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://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/naver/roma

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

3d geometry pytorch rotation

Last synced: 12 Jan 2025

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: 15 Jan 2025

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: 13 Jan 2025

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: 10 Jan 2025

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 Jan 2025

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 Jan 2025

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/ethanhe42/epipolar-transformers

Epipolar Transformers (best paper award, CVPR 2020 workshop)

3d 3dposeestimation deep-learning pose-estimation pytorch

Last synced: 12 Jan 2025

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: 12 Jan 2025

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/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/gengshan-y/high-res-stereo

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

cvpr2019 pytorch stereo-matching stereo-vision

Last synced: 19 Nov 2024

https://github.com/harleyszhang/dl_note

深度学习系统笔记,包含深度学习数学基础知识、神经网络基础部件详解、深度学习炼丹策略、模型压缩算法详解。

activation-functions cnn convolutional-neural-networks cpp deep-learning inference-framework loss-functions machine-learning python pytorch

Last synced: 12 Jan 2025

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/seeed-studio/modelassistant

Seeed SenseCraft Model Assistant is an open-source project focused on embedded AI. 🔥🔥🔥

arduino deep-learning esp32 image-classification jetson ncnn object-detection onnx openmmlab pytorch raspberry-pi tflite tinyml yolov5

Last synced: 15 Jan 2025

https://github.com/antgroup/glake

GLake: optimizing GPU memory management and IO transmission.

deepspeed gpu llm memory onnx pytorch

Last synced: 13 Jan 2025

https://github.com/maxrmorrison/torchcrepe

Pytorch implementation of the CREPE pitch tracker

crepe pitch pitch-tracker pytorch

Last synced: 22 Nov 2024

https://github.com/yl4579/styletts

Official Implementation of StyleTTS

deep-learning pytorch speech-synthesis text-to-speech tts

Last synced: 12 Jan 2025

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/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: 15 Jan 2025

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: 14 Jan 2025

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/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/modularml/max

A collection of sample programs, notebooks, and tools which highlight the power of the MAX Platform

ai genai llama2 llm ml onnx pytorch

Last synced: 11 Jan 2025

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/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/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/davidbau/how-to-read-pytorch

Quick, visual, principled introduction to pytorch code through five colab notebooks.

pytorch tutorial

Last synced: 12 Jan 2025

https://github.com/nanoporetech/bonito

A PyTorch Basecaller for Oxford Nanopore Reads

basecalling nanopore pytorch

Last synced: 10 Jan 2025

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/jeffheaton/app_deep_learning

T81-558: PyTorch - Applications of Deep Neural Networks @Washington University in St. Louis

deep-learning python pytorch

Last synced: 11 Jan 2025

https://github.com/yapengtian/tdan-vsr-cvpr-2020

TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution, CVPR 2020

cvpr2020 deformable-convnets pytorch super-resolution video-restoration

Last synced: 13 Jan 2025

https://github.com/yatenglg/ssd-pytorch

SSD目标检测算法(Single Shot MultiBox Detector)(简单,明了,易用,全中文注释,单机多卡训练,视频检测)( If you train the model on a single computer and mutil GPU, this program will be your best choice , easier to use and easier to understand )

deep-learning object-detection pytorch ssd

Last synced: 11 Jan 2025

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/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 Jan 2025

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: 11 Jan 2025

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/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: 14 Jan 2025

https://github.com/skylark0924/machine-learning-is-all-you-need

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

actor-critic convolutional-neural-networks ddpg decision-trees deep-reinforcement-learning dqn gan k-nearest-neighbours keras logistic-regression lstm naive-bayes-classifier ppo pytorch qlearning random-forest resnet support-vector-machine tensorflow trpo

Last synced: 12 Jan 2025

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/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/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/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/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: 27 Nov 2024

https://github.com/msaroufim/ml-design-patterns

Software Architecture for ML engineers

deep-learning design-patterns python pytorch systems

Last synced: 13 Jan 2025

https://github.com/DerryHub/BEVFormer_tensorrt

BEVFormer inference on TensorRT, including INT8 Quantization and Custom TensorRT Plugins (float/half/half2/int8).

bevformer cuda int8-inference pytorch quantization tensorrt-plugins

Last synced: 28 Oct 2024

https://github.com/arthurdouillard/incremental_learning.pytorch

A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).

continual-learning deep-learning incremental-learning lifelong-learning pytorch research

Last synced: 13 Jan 2025

https://github.com/MarwanDebbiche/post-tuto-deployment

Build and deploy a machine learning app from scratch 🚀

api aws character-level-cnn deployment docker machine-learning pytorch scraping scrapy selenium

Last synced: 27 Nov 2024

https://github.com/sshuair/torchsat

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

classification data-augmentation deep-learning pytorch remote-sensing satellite satellite-imagery semantic-segmentation torchvision

Last synced: 06 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: 02 Nov 2024

https://github.com/vadimkantorov/caffemodel2pytorch

Convert Caffe models to PyTorch

caffe converter pytorch

Last synced: 13 Jan 2025

https://github.com/OpenMOSS/CoLLiE

Collaborative Training of Large Language Models in an Efficient Way

deep-learning deepspeed nlp pytorch

Last synced: 16 Nov 2024

https://github.com/flagopen/flaggems

FlagGems is an operator library for large language models implemented in Triton Language.

pytorch triton triton-kernels

Last synced: 11 Jan 2025

https://github.com/marwandebbiche/post-tuto-deployment

Build and deploy a machine learning app from scratch 🚀

api aws character-level-cnn deployment docker machine-learning pytorch scraping scrapy selenium

Last synced: 12 Jan 2025

https://github.com/wuzhihao7788/yolodet-pytorch

reproduce the YOLO series of papers in pytorch, including YOLOv4, PP-YOLO, YOLOv5,YOLOv3, etc.

object-detection ppyolo pytorch yolo yolov3 yolov4 yolov5 yolov5-yolov3

Last synced: 09 Nov 2024

https://github.com/gunhochoi/kind-pytorch-tutorial

Kind PyTorch Tutorial for beginners

deep-learning python pytorch pytorch-tutorial

Last synced: 14 Jan 2025

https://github.com/GunhoChoi/Kind-PyTorch-Tutorial

Kind PyTorch Tutorial for beginners

deep-learning python pytorch pytorch-tutorial

Last synced: 14 Nov 2024

https://github.com/openmoss/collie

Collaborative Training of Large Language Models in an Efficient Way

deep-learning deepspeed nlp pytorch

Last synced: 12 Jan 2025

https://github.com/shi-labs/natten

Neighborhood Attention Extension. Bringing attention to a neighborhood near you!

cuda neighborhood-attention pytorch

Last synced: 10 Jan 2025

https://github.com/feifeibear/long-context-attention

USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference

attention-is-all-you-need deepspeed-ulysses llm-inference llm-training pytorch ring-attention

Last synced: 11 Jan 2025

https://github.com/iffix/machin

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

a3c-pytorch ddpg deep-learning distributed dqn ppo prioritized-experience-replay python pytorch pytorch-lightning pytorch-reinforcement-learning reinforcement-learning sac td3

Last synced: 11 Jan 2025

https://github.com/NVIDIA/torch-harmonics

Differentiable signal processing on the sphere for PyTorch

machine-learning pytorch signal-processing sphere

Last synced: 13 Dec 2024

https://github.com/layumi/seg-uncertainty

IJCAI2020 & IJCV2021 :city_sunrise: Unsupervised Scene Adaptation with Memory Regularization in vivo

cityscapes domain-adaptation domainadaptation gta5 ijcai ijcai2020 ijcv mrnet pytorch pytorch-implementation robotcar self-driving-car semantic-segmentation synthia transfer-learning

Last synced: 13 Jan 2025

https://github.com/nvidia/torch-harmonics

Differentiable signal processing on the sphere for PyTorch

machine-learning pytorch signal-processing sphere

Last synced: 10 Jan 2025