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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/Lucasc-99/PackNet-Continual-Learning

The PackNet Continual Learning Method in Pytorch

continual-learning deep-learning machine-learning pytorch

Last synced: 03 Aug 2024

https://github.com/anshulpaigwar/Pointwise-Convolutional-Neural-Network

PyTorch implementation of Pointwise Convolutional Neural Networks in CVPR 2018.

3d object-detection point-cloud pointwise pytorch pytorch-implementation

Last synced: 31 Jul 2024

https://github.com/arnabdeypolimi/Image-classification-PyTorch-MLflow

Image classification using Transfer learning technique. Updated and added mlflow with PyTorch fine-tune tutorial

densenet fine-tuning image-classification imageclassification inceptionv3 mlflow mlflow-pytorch python pytorch resnet squeezenet torchvision transfer-learning vgg16

Last synced: 03 Aug 2024

https://github.com/leofansq/FII-CenterNet

[IEEE TVT] FII-CenterNet: an anchor-free detector with foreground attention for traffic object detection

anchor-free foreground object-detection pytorch

Last synced: 30 Jul 2024

https://github.com/thbuerg/NeuralCVD

🫀 Code for "Neural network-based integration of polygenic and clinical information: Development and validation of a prediction model for 10 year risk of major adverse cardiac events in the UK Biobank cohort" 🫀

cardiovascular-disease pytorch pytorch-lightning risk-modeling survival-analysis time-to-event ukbiobank

Last synced: 01 Aug 2024

https://github.com/jrieke/traintool

🔧 Train off-the-shelf machine learning models in one line of code

deep-learning machine-learning neural-network python pytorch sklearn tensorflow

Last synced: 03 Aug 2024

https://github.com/ylsung/lightning-semi-supervised-learning

Implementation of semi-supervised learning using PyTorch Lightning

mixmatch pytorch pytorch-lightning semi-supervised-learning

Last synced: 03 Aug 2024

https://github.com/oneapi-src/text-data-generation

AI Starter Kit for AI Unstructured Synthetic Data Generation using Intel® Extension for Pytorch

ai-starter-kit deep-learning pytorch

Last synced: 01 Aug 2024

https://github.com/samuelyu2002/PACS

Code and dataset release for "PACS: A Dataset for Physical Audiovisual CommonSense Reasoning" (ECCV 2022)

audiovisual commonsense-reasoning dataset multimodal pytorch question-answering

Last synced: 31 Jul 2024

https://github.com/sharif1093/digideep

A Deep Reinforcement Learning (DeepRL) package for RL algorithm developers.

ddpg deep-reinforcement-learning dm-control openai-gym ppo pytorch reinforcement-learning sac

Last synced: 07 Aug 2024

https://github.com/oneapi-src/traffic-camera-object-detection

AI Starter Kit for traffic camera object detection using Intel® Extension for Pytorch

ai-starter-kit deep-learning pytorch

Last synced: 01 Aug 2024

https://github.com/UCSB-NLP-Chang/ULD

Implementation of paper 'Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference'

large-language-models nlp pytorch transformers unlearning

Last synced: 31 Jul 2024

https://github.com/simonepri/varname-seq2seq

📄Source code variable naming using a seq2seq architecture

nlp pytorch rnn seq2seq

Last synced: 30 Jul 2024

https://github.com/nsidn98/PyThor

Template for projects in PyTorch powered with PyTorch Lightning, Telegrad and MLflow. Get updates on mobile and streamline PyTorch code for research.

deep-learning mlflow mlflow-pytorch neural-network pytorch pytorch-lightning reinforcement-learning research-and-development research-tool telegram-bot telegram-bot-api

Last synced: 03 Aug 2024

https://github.com/aniket-agarwal1999/vGraph-Pytorch

Implementation of the paper "vGraph: A Generative Model For Joint Community Detection and Node Representational Learning" under NeurIPS Reproducibility challenge 2019

deep-learning graphical-models nips-2019 pytorch representation-learning

Last synced: 31 Jul 2024

https://github.com/e96031413/AA-YOLO

The proposed Attention ALL-CNN Twin Head YOLO (AA -YOLO) outperforms the original YOLOv4-tiny on the COCO dataset by 3.3% and reduces the model parameters by 7.26%. Source code is at https://github.com/e96031413/AA-YOLO

aa-yolo darknet pytorch yolo yolov3 yolov4 yolov4-tiny

Last synced: 02 Aug 2024

https://github.com/ashleykleynhans/supir-docker

Docker image for SUPIR (Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild)

deep-learning diffusion-models docker docker-image llava pytorch pytorch-lightning restoration runpod sdxl stable-diffusion super-resolution upscaling

Last synced: 01 Aug 2024

https://github.com/strayMat/tag_serve

Deployable Neural Tagger implementation for Named Entity Recognition

bilstm-crf deep-learning docker-image flask flask-application machine-learning ner neural-network nlp pytorch tagger

Last synced: 03 Sep 2024

https://github.com/minhlong94/Random-Mixup

[Practical-DL @ AAAI'23] Official code of R-Mix and RL-Mix, accepted at 2nd Practical-DL Workshop @ AAAI'23

deep-learning machine-learning mix-up mixup pytorch

Last synced: 02 Aug 2024

https://github.com/AndreaCossu/clutils

Continual Learning utilities

continual-learning lifelong-learning pytorch

Last synced: 03 Aug 2024

https://github.com/Saeed-Biabani/Scene-Text-Recognition

Text recognition (optical character recognition) with deep learning methods in farsi.

crnn deep-learning farsi ocr persian persian-ocr python pytorch text-recognition

Last synced: 04 Aug 2024

https://github.com/GreenAITorch/GATorch

GATorch is a tool seamlessly integrated with PyTorch that enables ML developers to generate an energy consumption report. By attaching your model, the tool automatically tracks the energy consumption of your model's training and generates graphs and plots to gain in-depth insights into the energy consumption of your model.

energy-consumption green-ai pytorch sustainability

Last synced: 01 Aug 2024

https://github.com/oneapi-src/invoice-to-cash-automation

Ai starter kit for trade promotion and claim documents categorization using pytorch* and Tensorflow*

ai-starter-kit pytorch tensorflow

Last synced: 01 Aug 2024

https://github.com/GraupelLabs/lightning-images

Training scripts for end-to-end image classification based on Pytorch-Lightning with support of training in the cloud powered by Grid AI.

deep-learning image-classification python pytorch pytorch-lightning

Last synced: 03 Aug 2024

https://github.com/oneapi-src/disease-prediction

AI Starter Kit for the implementation of AI-based NLP Disease Prediction system using Intel® Extension for PyTorch* and Intel® Neural Compressor

deep-learning nlp pytorch

Last synced: 01 Aug 2024

https://github.com/uvm-neurobotics-lab/higherANML

ANML: A Neuromodulated Meta-Learning algorithm (using the `higher` framework)

continual-learning deep-learning meta-learning neuromodulation pytorch

Last synced: 03 Aug 2024

https://github.com/oneapi-src/ai-transcribe

AI Starter Kit for the implementation of an AI transcribe system using Intel® Extension for PyTorch*

ai-starter-kit deep-learning pytorch

Last synced: 01 Aug 2024

https://github.com/shubham3121/laymon

A Python based library used to visualise features maps of a neural network.

deep-neural-networks feature-extraction python pytorch

Last synced: 03 Aug 2024

https://github.com/pjh5672/YOLOv1

YOLOv1 implementation using PyTorch

full-implimentation object-detection pytorch yolo yolov1 yolov1-pytorch

Last synced: 02 Aug 2024

https://github.com/lazavgeridis/mddgan

Implementation of my B.Sc. Thesis titled "MddGAN : Multilinear Analysis of the GAN Latent Space".

decomposition deep-learning generative-adversarial-network interpretability latent-space pytorch unsupervised-learning

Last synced: 01 Aug 2024

https://github.com/oneapi-src/historical-assets-document-process

AI Starter Kit for Historical Assets document processing using Intel® Extension for Pytorch

ai-starter-kit deep-learning pytorch

Last synced: 01 Aug 2024

https://github.com/oneapi-src/structural-damage-assessment

AI Starter Kit for applications in Satellite Image processing using Intel® Extension for Pytorch

ai-starter-kit deep-learning pytorch

Last synced: 01 Aug 2024

https://github.com/zjykzj/pnno

dataset or annotation file format conversion

annotation labelimg lmdb lmdb-format parse-anno pnno python pytorch tlt visdrone yolov5

Last synced: 03 Aug 2024

https://github.com/aman5319/Classification-Report

This repo helps to track model Weights, Biases and Gradients during training with loss tracking and gives detailed insight for Classification-Model Evaluation

classification image-classification loss-plotting metrics-visualization model-visualization nlp pytorch sklearn tensorboard tensorboard-pytorch tensorboard-visualization text-classification

Last synced: 03 Aug 2024

https://github.com/ludwigwinkler/pytorch_ProbabilisticLayers

Bayesian Neural Networks with Parallelized Sampling of LogLikelihood

bayesianneuralnetwork bnn pytorch

Last synced: 05 Aug 2024

https://github.com/major196512/vistem

General Vision Model Training Template

pytorch vision-models

Last synced: 03 Aug 2024

https://github.com/pjh5672/YOLOv2

YOLOv2 implementation using PyTorch

object-detection pytorch yolo yolov2 yolov2-pytorch

Last synced: 02 Aug 2024

https://github.com/TidalPaladin/combustion

Collection of helpers for deep learning with PyTorch

deep-learning pytorch

Last synced: 03 Aug 2024

https://github.com/sarthak268/nesca-pytorch

PyTorch Implementation for the paper "Let Me Help You! Neuro-Symbolic Short-Context Action Anticipation" accepted to RA-L'24.

action-anticipation attention computer-vision human-robot-collaboration human-robot-interaction pytorch robot-and-automation short-context video-understanding

Last synced: 21 Aug 2024

https://github.com/oneapi-src/visual-quality-inspection

AI Starter Kit for Quality Visual Inspection using Intel® Extension for Pytorch

deep-learning pytorch

Last synced: 01 Aug 2024

https://github.com/elahe-dastan/first-grade

OCR for Iranian national ID card, etc.

cnn deep-learning machine-learning ocr pytorch

Last synced: 09 Aug 2024

https://github.com/raynardj/torchember

PyTorch module tracking and visualization

flask module pytorch statistics track visualization

Last synced: 03 Aug 2024

https://github.com/gerardocipriano/Cerberus-Dog-Breed-Classification-and-Body-Localization-PyTorch

Cerberus is a PyTorch-based project for classifying dog breeds and localizing specific body parts within images. Our model is capable of recognizing and classifying 3 dog breeds (Toy Poodle, Beagle, Siberian Husky) and localizing 3 specific body parts (eyes, nose, tail) within images.

deep-learning deep-neural-networks python pytorch yolo

Last synced: 01 Aug 2024

https://github.com/kasnerz/lightnlg

A minimalistic codebase for training NLG models from HuggingFace Transformers using PyTorch Lightning.

bart generation gpt-2 language-model nlg nlp pytorch pytorch-lightning

Last synced: 04 Aug 2024

https://github.com/pjh5672/YOLOv3

YOLOv3 implementation using PyTorch

object-detection pytorch yolo yolov3 yolov3-pytorch

Last synced: 02 Aug 2024

https://github.com/ZhengZixiang/OpenTC

Exploring various text classification models based on PyTorch. 基于PyTorch探索各种文本分类模型

fasttext pytorch text-classification textcnn textrcnn textrnn

Last synced: 02 Aug 2024

https://github.com/ajithvcoder/Custom_Object_Classification

Simple Custom object classification with pytorch | Custom Model | Custom dataset | ONNX inference

classification custom customdataset deep-learning onnx pytorch simple

Last synced: 01 Aug 2024

https://github.com/victorbadenas/DNNEffects

Training repository for modelling audio effects with deep convolutional neural network

audio deep-learning python pytorch

Last synced: 05 Aug 2024

https://github.com/cedricwangyu/NoFAS

Variational Inference with NoFAS: Normalizing Flow with Adaptive Surrogate for Computationally Expensive Models

pytorch

Last synced: 05 Aug 2024

https://github.com/emanuele-progr/Data-Incremental-Learning

A python framework for dealing and experimenting with image classification in a data-incremental scenario.

cifar100 cnn-classification continual-learning dcnn-architectures incremental-learning machine-learning mnist pytorch tinyimagenet torchvision

Last synced: 03 Aug 2024

https://github.com/EliasVansteenkiste/plnt

A Python framework for classification of satellite imagery of the Amazon, built with Pytorch and Lasagne/Theano. The goal is to find deforestation activity.

classification deep-neural-networks kaggle lasagne python pytorch satellite-imagery

Last synced: 01 Aug 2024

https://github.com/volume-em/empanada

Panoptic segmentation algorithms for 2D and 3D electron microscopy images

deep-learning electron-microscopy instance-segmentation panoptic-segmentation pytorch segmentation semantic-segmentation

Last synced: 03 Aug 2024

https://github.com/oneapi-src/vertical-search-engine

AI Starter Kit for Semantic Vertical Search Engines using Intel® Extension for Pytorch

ai-starter-kit bert deep-learning pytorch

Last synced: 01 Aug 2024

https://github.com/namiyousef/multi-task-learning

Repository for multi task learning

mtl pytorch pytorch-implementation torch torchvision

Last synced: 03 Aug 2024

https://github.com/saforem2/wordplay

Playing with words

gpt llm pytorch

Last synced: 31 Jul 2024

https://github.com/ximitiejiang/MyCodeForPytorch

deep learning examples by pytorch implement

deep-learning pytorch tutorial

Last synced: 31 Jul 2024

https://github.com/ashishu007/NLP-Tasks

Various NLP tasks using Huggingface and Flask

flask natural-language-processing nlp pytorch question-answering

Last synced: 01 Aug 2024

https://github.com/YongWookHa/craft-text-detector

CRAFT text detector for high resolution image

craft high-resolution ocr pytorch pytorch-lightning text-detector

Last synced: 01 Aug 2024

https://github.com/tomshafer/karpathy-gpt

A small PyTorch GPT implementation following Andrej Karpathy's lecture on YouTube.

deep-learning gpt language-model pytorch

Last synced: 05 Aug 2024

https://github.com/torchdrift/torchdrift

Drift Detection for your PyTorch Models

ai drift-detection neural-networks pytorch

Last synced: 30 Jul 2024

https://github.com/breezedeus/cnocr

CnOCR: Awesome Chinese/English OCR Python toolkits based on PyTorch. It comes with 20+ well-trained models for different application scenarios and can be used directly after installation. 【基于 PyTorch/MXNet 的中文/英文 OCR Python 包。】

chinese-character-recognition english-character-recognition ocr ocr-python pytorch

Last synced: 30 Jul 2024

https://github.com/corentinj/real-time-voice-cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

deep-learning python pytorch tensorflow tts voice-cloning

Last synced: 30 Jul 2024

https://github.com/oneapi-src/voice-data-generation

AI Starter Kit for Synthetic Voice and Audio Generation using Intel® Extension for Pytorch

deep-learning pytorch

Last synced: 01 Aug 2024

https://kkrismer.github.io/seqgra/

seqgra: Synthetic rule-based biological sequence data generation for architecture evaluation and search

deep-learning interpretable-machine-learning neural-networks pytorch tensorflow

Last synced: 03 Aug 2024

https://github.com/oneapi-src/engineering-design-optimization

AI Starter Kit for Engineering Design Optimization using Intel® Extension for Pytorch

deep-learning pytorch

Last synced: 01 Aug 2024

https://github.com/oneapi-src/visual-process-discovery

AI Starter Kit for Visual Process Discovery using Intel® Extension for Pytorch

deep-learning pytorch

Last synced: 01 Aug 2024

https://github.com/oneapi-src/ai-data-protection

AI Starter Kit for Personal Identifiable Information Anonymization using Intel® Extension for Pytorch

deep-learning pytorch

Last synced: 01 Aug 2024