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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/kinux98/SSL_ELN

This repository contains the official implementation of Semi-supervised Semantic Segmentation with Error Localization Network that has been accepted to 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022).

cvpr2022 pytorch semantic-segmentation semi-supervised-learning

Last synced: 02 Aug 2024

https://github.com/uw-mad-dash/shockwave

Code for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]

cloud-computing cluster-scheduler deep-learning distributed-systems distributed-training machine-learning pytorch

Last synced: 02 Aug 2024

https://github.com/TalkUHulk/HulkFakeFace-pytorch

人脸全家桶--RetinaFace（MobileNetV2 and ResNet50 with Gender）、ArcFace、FaceBeautyRank and FaceRetrieval

arcface face-beauty face-detection face-recognition pytorch retinaface

Last synced: 31 Jul 2024

https://github.com/mapo-t2i/mapo

Official codebase for Margin-aware Preference Optimization for Aligning Diffusion Models without Reference (MaPO).

alignment diffusers diffusion-models human-preference pytorch text-to-image-generation

Last synced: 31 Jul 2024

https://github.com/Scitator/catalyst-rl-framework

Catalyst.RL: A Distributed Framework for Reproducible RL Research

benchmark continuous-control deep-learning framework mujoco python pytorch reinforcement-learning

Last synced: 01 Aug 2024

https://github.com/dawnyc/ROMTrack

[ICCV 2023] Robust Object Modeling for Visual Tracking, Official Implementation

iccv2023 object-modeling pytorch robustness tracking transformer

Last synced: 01 Aug 2024

https://github.com/haibo-qiu/GFNet

[TMLR 2022] Geometric Flow Network for 3D Point Cloud Semantic Segmentation

deep-learning point-cloud pytorch semantic-segmentation

Last synced: 31 Jul 2024

https://github.com/mravanelli/pytorch_MLP_for_ASR

This code implements a basic MLP for speech recognition. The MLP is trained with pytorch, while feature extraction, alignments, and decoding are performed with Kaldi. The current implementation supports dropout and batch normalization. An example for phoneme recognition using the standard TIMIT dataset is provided.

asr cuda deep-learning deep-neural-networks feedforward-neural-network kaldi kaldi-asr mlp multilayer-perceptron neural-networks python pytorch speech-recognition timit

Last synced: 07 Aug 2024

https://github.com/tomdbar/naqs-for-quantum-chemistry

Supporting code for "Autoregressive neural-network wavefunctions for ab initio quantum chemistry".

neural-network-quantum-states publication pytorch quantum-chemistry

Last synced: 04 Aug 2024

https://github.com/bfortuner/labelml

Machine Learning Image Annotation Tool

annotation-tool flask graphql machine-learning pytorch vue

Last synced: 03 Aug 2024

https://github.com/segments-ai/latent-diffusion-segmentation

A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting [2024]

diffusion-models generative-ai latent-diffusion panoptic-segmentation pytorch segmentation stable-diffusion

Last synced: 31 Jul 2024

https://github.com/SBU-BMI/champkit

Benchmarking toolkit for patch-based histopathology image classification.

benchmark benchmarking deep-learning histopathology image-classification pytorch

Last synced: 03 Aug 2024

https://github.com/mosessoh/iconcolor

Automatic icon colorization using deep convolutional neural networks. "Towards Icon Design Using Machine Learning." In Stanford CS229, Fall 2017.

cnn colorization deep-learning icons machine-learning pytorch unet

Last synced: 01 Aug 2024

https://github.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars

🖍️ This project achieves some functions of image identification for Self-Driving Cars. First, use yolov5 for object detection. Second, image classification for traffic light and traffic sign. Furthermore, the GUI of this project makes it more user-friendly for users to realize the image identification for Self-Driving Cars.

computer-vision convolutional-neural-networks deep-learning deep-neural-networks dr droidcam python pytorch real-time-detection self-driving-car tensorflow tkinter tkinter-gui tkinter-python traffic-light-classification traffic-sign-classification webcam webcam-capture yolo yolov5

Last synced: 02 Aug 2024

https://github.com/YurongYou/Hindsight

Code release for "Hindsight is 20/20: Leveraging Past Traversals to Aid 3D Perception" [ICLR 2022]

3d-detection autonomous-driving hindsight object-detection point-cloud pytorch

Last synced: 31 Jul 2024

https://github.com/guichristmann/thormang3-gogoro-PPO

Steering-based control of a two-wheeled vehicle using RL-PPO and NVIDIA Isaac Gym.

isaac-gym ppo pytorch

Last synced: 01 Aug 2024

https://github.com/MiuLab/FlowDelta

FlowDelta: Modeling Flow Information Gain in Reasoning for Conversational Machine Comprehension

machine-comprehension nlp pytorch question-answering

Last synced: 07 Aug 2024

https://github.com/hugochan/GraphFlow

Code & data accompanying the IJCAI 2020 paper "GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension"

conversational-ai deep-learning graph-neural-networks machine-comprehension pytorch

Last synced: 07 Aug 2024

https://github.com/kadirnar/yolov5-sahi

Yolov5 Modelini Kullanarak Özel Nesne Eğitimi ve SAHI Kullanımı

object-detection pytorch sahi yolov5

Last synced: 02 Aug 2024

https://github.com/rainmaker712/nlp_ryan

Study for Natural Language Processing & Deep Learning Framework

chatbot deep-learning machine-comprehension machine-learning nlp python pytorch scala spark tensorflow

Last synced: 02 Aug 2024

https://github.com/LucasWaelti/RL_Webots

Webots project to show how to use Deep Reinforcement Learning with Webots in C++.

cpp deep-reinforcement-learning libtorch policy-gradient python pytorch rl webots

Last synced: 03 Aug 2024

https://github.com/theeluwin/session-aware-bert4rec

Official repository for "Exploiting Session Information in BERT-based Session-aware Sequential Recommendation", SIGIR 2022 short.

pytorch pytorch-implementation recommender-system

Last synced: 01 Aug 2024

https://github.com/vlukiyanov/pt-avitm

PyTorch implementation of AVITM (Autoencoding Variational Inference For Topic Models)

autoencoder avitm pytorch topic-modeling

Last synced: 02 Aug 2024

https://github.com/kozodoi/Kaggle_Leaf_Disease_Classification

Cassava leaf disease classification with CNNs and Transformers (top-1% Kaggle solution)

cassava cnn computer-vision deep-learning image-classification kaggle pytorch stacking vision-transformer

Last synced: 03 Aug 2024

https://github.com/eric612/Mobilenet-YOLO-Pytorch

Include mobilenet series (v1,v2,v3...) and yolo series (yolov3,yolov4,...)

mobilenet-series mobilenet-yolo pytorch yolo-series yolov3

Last synced: 02 Aug 2024

https://github.com/UCA-Datalab/nilm-thresholding

:warning: This repository is no longer actively maintained. It previously dealt with Non-Intrusive Load Monitoring (NILM), focusing on predicting household appliance status from aggregated power load data. We explored different thresholding methods and evaluated deep learning models for regression and classification tasks.

convolutional-neural-networks deep-learning domestic-appliances gru monitoring neural-network nilm nilm-algorithms pytorch recurrent-neural-networks tensorflow thresholding thresholding-methods

Last synced: 01 Aug 2024

https://github.com/mir-group/pair_allegro

LAMMPS pair style for Allegro deep learning interatomic potentials with parallelization support

gpu kokkos lammps machine-learning molecular-dynamics pytorch

Last synced: 02 Aug 2024

https://github.com/navervision/proxy-synthesis

Official PyTorch implementation of "Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning" (AAAI 2021)

aaai2021 cars196 deep-learning deep-metric-learning image-retrieval metric-learning norm-softmax proxy-based proxy-nca proxy-synthesis pytorch regularizer synthetic-classes

Last synced: 03 Aug 2024

https://github.com/alexandra-chron/ntua-slp-wassa-iest2018

Deep-learning Transfer Learning models of NTUA-SLP team submitted at the IEST of WASSA 2018 at EMNLP 2018.

deep-learning deep-neural-networks emotion-analysis language-models lstm python pytorch sentiment-analysis transfer-learning twitter

Last synced: 01 Aug 2024

https://github.com/ChenHongruixuan/I3PE

[ISPRS J P&RS 2023] Official implementation for Exchange means change: an unsupervised change detection framework based on intra- and inter-image patch exchange

change-detection convolutional-neural-networks deep-learning object-based-image-analysis python pytorch remote-sensing semi-supervised-learning single-temporal unsupervised-learning

Last synced: 03 Aug 2024

https://github.com/yeliudev/consnet

🚴‍♂️ ConsNet: Learning Consistency Graph for Zero-Shot Human-Object Interaction Detection (MM 2020)

human-object-interaction pytorch

Last synced: 24 Sep 2024

https://github.com/petosa/multiplayer-alphazero

PyTorch AlphaZero implementation with multiplayer support [NeurIPS 2019 Deep Reinforcement Learning Workshop]

alphazero deep-reinforcement-learning neurips-2019 pytorch

Last synced: 07 Aug 2024

https://github.com/lucidrains/logavgexp-torch

Implementation of LogAvgExp for Pytorch

logsumexp pytorch

Last synced: 03 Aug 2024

https://github.com/particle1331/ok-transformer

Exploring machine learning engineering and operations. ❚

deep-learning fastapi jupyterbook machine-learning pytorch tensorflow2

Last synced: 09 Aug 2024

https://github.com/philipdarke/torchtime

Benchmark time series data sets for PyTorch

classification datasets physionet pytorch supervised-learning time-series

Last synced: 01 Aug 2024

https://github.com/hpi-xnor/bitorch

BITorch: Open-Source Implementation of Binary Neural Networks with PyTorch

binary-neural-networks deep-learning python pytorch

Last synced: 31 Jul 2024

https://github.com/ucbrise/hypersched

Deadline-based hyperparameter tuning on RayTune.

distributed hyperparameter-optimization python pytorch ray

Last synced: 03 Aug 2024

https://github.com/iamaziz/PyTorch-docset

PyTorch docset! use with Dash, Zeal, Velocity, or LovelyDocs.

docset pytorch pytorch-tutorial

Last synced: 03 Aug 2024

https://github.com/DavidLandup0/deepvision

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

cnn-classification computer-vision deep-learning efficientnetv2 evaluation image-classification keras nerf neural-radiance-fields pretrained-models pytorch pytorch-lightning resnet segformer semantic-segmentation tensorflow vision-transformer visualization

Last synced: 02 Aug 2024

https://github.com/lucko515/cnn-raccoon

Create interactive dashboards for your Convolutional Neural Networks with a single line of code!

convolutional-neural-networks dashboards deep-learning explainable-ml keras pytorch tensorflow visualization-tools

Last synced: 03 Aug 2024

https://github.com/hellojialee/OffsetGuided

Code for "Greedy Offset-Guided Keypoint Grouping for Human Pose Estimation"

bottom-up efficiency fast heatmap human-pose multi-person-pose-estimation pose-estimation pytorch speed vector

Last synced: 08 Aug 2024

https://github.com/devpranoy/video_coloriser

Pytorch Convolutional Neural Net and GAN based video coloriser that converts black and white video to colorised video.

black colab colab-notebook colorization deep-learning neural-network pytohn pytorch video white

Last synced: 04 Aug 2024

https://github.com/yahuiliu99/PointConT

Official implementation of the paper "Point Cloud Classification Using Content-based Transformer via Clustering in Feature Space"

point-cloud pointnet2 pytorch

Last synced: 31 Jul 2024

https://github.com/yinboc/infd

Image Neural Field Diffusion Models, CVPR 2024 (Highlight)

diffusion-models machine-learning neural-fields pytorch

Last synced: 24 Sep 2024

https://github.com/ByungKwanLee/Super-Fast-Adversarial-Training

Official PyTorch Implementation Code for Developing Super Fast Adversarial Training with Distributed Data Parallel, Channel Last Memory Format, Mixed Precision Training + Adversarial Attack, Faster Adversarial Training, and Fast Forward Computer Vision (FFCV).

deep-learning pytorch

Last synced: 03 Aug 2024

https://github.com/Iywie/pl_YOLO

YOLOv7, YOLOX and YOLOv5 are working right now

object-detection pytorch pytorch-lightning yolo yolov5 yolov7 yolox

Last synced: 02 Aug 2024

https://github.com/ActiveVisionLab/gaussctrl

[ECCV 2024] GaussCtrl: Multi-View Consistent Text-Driven 3D Gaussian Splatting Editing

3d 3d-editing computer-vision diffusion-models eccv2024 gaussian-splatting pytorch

Last synced: 03 Aug 2024

https://github.com/kyegomez/SimpleMamba

Implementation of a modular, high-performance, and simplistic mamba for high-speed applications

artificial-intelligence gpt gpt4 gpt4all machine neural-network open-source pytorch rnn rnn-pytorch rnns ssm tensorflow transformers

Last synced: 05 Aug 2024

https://github.com/Lallapallooza/fast-audiomentations

⚡ Blazing fast audio augmentation in Python, powered by GPU for high-efficiency processing in machine learning and audio analysis tasks.

audio audio-augmentation audio-data-augmentation audio-effects augmentations data-augmentation dsp gpu machine-learning python pytorch triton

Last synced: 07 Aug 2024

https://github.com/pityka/lamp

deep learning and scientific computing framework with native CPU and GPU backend for the Scala programming language

deep-learning extratrees gpu gpu-acceleration libtorch machine-learning neural-networks pytorch scala scala-library tensor umap

Last synced: 24 Sep 2024

https://github.com/Tsedao/MultiRM

[Nat. Commun.] Code for paper 'Attention-based multi-label neural networks for integrated prediction and interpretation of twelve widely occurring RNA modifications'

attention-model bioinformatics pytorch

Last synced: 08 Aug 2024

https://github.com/VMarsocci/3DCD

Remote sensing elevation (3D) change detection with deep learning

change-detection dataset deep-learning earth-observation elevation-change pytorch remote-sensing

Last synced: 03 Aug 2024

https://github.com/slimgroup/dfno

Distributed Fourier Neural Operators

fno mpi mpi4py python pytorch

Last synced: 31 Jul 2024

https://github.com/neka-nat/pytorch-hdml

Hardness-Aware Deep Metric Learning (CVPR2019) in pytorch

cars196 cub200 cvpr2019 deep-learning deep-metric-learning pytorch triplet-loss

Last synced: 03 Aug 2024

https://github.com/slyautomation/osrs_yolov5

Yolov5 Object Detection In OSRS using Python code, Detecting Cows - Botting

botting cuda machine-learning mlbot osrs pycharm python pytorch runescape yolov5

Last synced: 02 Aug 2024

https://github.com/ExplainableML/ACVC

Official PyTorch implementation of CVPRW 2022 paper "Attention Consistency on Visual Corruptions for Single-Source Domain Generalization"

computer-vision cvpr cvpr2022 cvprw cvprw2022 data-augmentation deep-learning domain-generalization l3d-ivu machine-learning pytorch single-source-domain-generalization

Last synced: 03 Aug 2024

https://github.com/Scitator/animus

Minimalistic framework to run machine learning experiments.

deep-learning jax keras machine-learning pytorch reinforcement-learning tensorflow

Last synced: 03 Aug 2024

https://github.com/gengyanlei/ssgan

Semi Supervised Semantic Segmentation Using Generative Adversarial Network ; Pytorch

pytorch semantic-segmentation semi-gan

Last synced: 01 Aug 2024

https://github.com/iree-gd/iree.gd

Running Pre-trained Machine Learning Model in Godot.

ai gdextension godot machine-learning pytorch tensorflow tflite

Last synced: 10 Sep 2024

https://github.com/hhsecond/ml2rt

Machine learning utilities for model conversion, serialization, loading etc

coreml onnx pytorch sklearn sparkml tensorflow xgboost

Last synced: 24 Sep 2024

https://github.com/bhklab/med-imagetools

Transparent and reproducible medical image processing pipelines in Python.

deep-learning dicom machine-learning medical nifti nrrd python pytorch torch

Last synced: 24 Sep 2024

https://github.com/rasbt/comparing-automatic-augmentation-blog

Comparing four automatic image augmentation techniques in PyTorch: AutoAugment, RandAugment, AugMix, and TrivialAugment

ai computer-vision deep-learning pytorch

Last synced: 02 Aug 2024

https://github.com/jhcho99/gsrtr

[BMVC'21] Official PyTorch Implementation of "Grounded Situation Recognition with Transformers"

bmvc2021 deep-learning grounded-situation-recognition pytorch scene-understanding transformers

Last synced: 31 Jul 2024

https://github.com/RechieKho/IREE.gd

Running Pre-trained Machine Learning Model in Godot.

ai gdextension godot machine-learning pytorch tensorflow tflite

Last synced: 31 Jul 2024

https://github.com/Na-Z/SDCoT

[AAAI 2022 Oral] Static-Dynamic Co-Teaching for Class-Incremental 3D Object Detection

3d 3d-object-detection class-incremental-learning point-cloud pytorch

Last synced: 31 Jul 2024

https://github.com/gle-bellier/discrete-fm

Educational implementation of the Discrete Flow Matching paper

flow-matching generative-ai generative-model machine-learning pytorch pytorch-lightning

Last synced: 24 Sep 2024

https://github.com/donaldafeith/pytorch_merge

Merge LLM that are split in to parts

llm python pytorch

Last synced: 24 Sep 2024

https://github.com/Confusezius/Characterizing_Generalization_in_DeepMetricLearning

Implementation and Benchmark Splits to study Out-of-Distribution Generalization in Deep Metric Learning.

cars196 cub200-2011 deep-learning deep-metric-learning generalization out-of-distribution pytorch stanford-online-products

Last synced: 03 Aug 2024

https://github.com/LukasHedegaard/ride

Training wheels, side rails, and helicopter parent for your Deep Learning projects in PyTorch

ai artificial-intelligence deep-learning framework machine-learning python pytorch pytorch-lightning

Last synced: 03 Aug 2024

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

A classification toolbox based on PyTorch

classification-toolbox pytorch

Last synced: 31 Jul 2024

https://github.com/davidsvy/Neural-Scam-Artist

Web Scraping, Document Deduplication & GPT-2 Fine-tuning with a newly created scam dataset.

dataset deduplication fine-tuning fraud gpt2 huggingface lsh minhash nlp pytorch readability scam transformer web-scraping

Last synced: 05 Aug 2024

https://github.com/qq456cvb/SPRIN

PRIN/SPRIN: On Extracting Point-wise Rotation Invariant Features

pytorch rotation-invariant-features segmentation shapenet tpami

Last synced: 31 Jul 2024

PyTorch Awesome Lists
Awesome-pytorch-list 704 awesome-semantic-segmentation-pytorch 35 Awesome-pytorch-list-CNVersion 692 CV-pretrained-model 103 awesome-colab-notebooks 502 awesome-AutoML-and-Lightweight-Models 150 Awesome-Denoise 164 ai4artists 286 arctic 34 awesome-yolov8-models 43 awesome-cuda-and-hpc 424 awesome-python-machine-learning-resources 1,884 awesome-adaptive-computation 171 awesome-NILM-with-code 47 awesome-dotnet-machine-learning 134 awesome-Multi-Document-Summarization 56 PyTorch-Guide 616 awesome-fastai 42 awesome-max-mojo-mlir 182 awesome-ai-tools 499
PyTorch Categories
Blogs 292 Pytorch & related libraries 228 Pytorch & related libraries｜Pytorch & 相关库 218 Research 197 Tutorials 192 文本数据和NLP 182 Uncategorized 161 Frameworks 142 数据可视化 130 机器学习框架 123 1.) Neural Architecture Search 113 图像数据与CV 106 Blogposts :sparkle: 103 Learning 102 模型的可解释性 100 Interactive Learning & Tools 96 超参数优化和AutoML 92 Tutorials, books, & examples 82 Tutorials & books & examples｜教程 & 书籍 & 示例 81 工作流程和实验跟踪 80