Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
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.
- GitHub: https://github.com/topics/pytorch
- Wikipedia: https://en.wikipedia.org/wiki/PyTorch
- Repo: https://github.com/pytorch/pytorch
- Created by: Facebook's AI Research lab (FAIR)
- Released: September 2016
- Related Topics: python, pytorch-tutorial,
- Last updated: 2024-07-29 13:55:27 UTC
- JSON Representation
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/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/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/mattzcarey/llama.js
run LLMs (llama, mamba, nemo, mistral) at native speeds from Javascript, Typescript.
ai bun javascript js llama llamacpp llms machinelearning pytorch tensorflowjs ts typescript zig
Last synced: 24 Sep 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/le-liang/wcmlbook
Python code for the book 'Wireless Communications and Machine Learning' by Le Liang, Shi Jin, and Geoffrey Ye Li
machine-learning pytorch tensorflow wireless-communications
Last synced: 24 Sep 2024
https://github.com/AntroSafin/Fire_Detection_YoloV5
This is the YoloV5 fire detection application.
fire-detection opencv-python python pytorch streamlit streamlit-webapp yolov5
Last synced: 02 Aug 2024
https://github.com/daviddmc/fetal-IQA
Image quality assessment for fetal MRI
convolutional-neural-networks deep-learning fetal-mri medical-imaging pytorch quality-control semi-supervised-learning tensorflow
Last synced: 02 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/drreetusharma/knowledge-graph-platform
Developing a modular platform for integrating knowledge graphs in drug discovery. This platform aims to enhance data sharing and analysis by incorporating various data sources, facilitating efficient data management and retrieval. Key features include data ingestion scripts, tools for graph construction and updates, predefined query templates
numpy pandas pytorch scikitlearn-machine-learning scipy tensorflow
Last synced: 24 Sep 2024
https://github.com/kisonho/torchmanager
A highly-wrapped PyTorch training and testing manager
deep-learning python pytorch torchmanager training-wrap
Last synced: 24 Sep 2024
https://github.com/kyegomez/synchro
Synchronize your requirement.txt and pyproject.toml at the bush of a button!
devops devsecops packages pip programming pypi python python-package python3 pytorch
Last synced: 24 Sep 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/romanin-rf/voicehelper.py
Это две нейросети соединённые одним модулем. Одна для распознавания, другая для генерация голоса.
module neural-network python39 pytorch voice
Last synced: 25 Sep 2024
https://github.com/apchavan/virtual-self-driving-car
Virtual self driving car with reinforcement learning using Kivy & PyTorch framework.
artificial-intelligence artificial-neural-networks kivy kivy-framework python python3 pytorch pytorch-rl reinforcement-learning self-driving-car
Last synced: 24 Sep 2024
https://github.com/omanshu209/pokevinci-ai
This is a Python - based application (pokedex) that allows users to search for information about different Pokemons. It also has an AI which.........
ai classification classifier gui kivy kivy-framework kivymd pokeapi pokeapi-pokedex pokedex pokemon pokemon-classification python3 pytorch pytorch-cnn resnet resnet-18
Last synced: 24 Sep 2024
https://github.com/efriesema/self-driving-car
Using Python and Kivy to create simple road maps which will then train an car-model to navigate through the road map you create through the application of reinforcement learning. This was a project based on the Udemy Artificial Intelligence online course
kivy-framework python pytorch reinforcement-learning
Last synced: 24 Sep 2024
https://github.com/alphonsg/rainbow-optical-flow-for-ali
Automated air liquid interface cell culture analysis using deep optical flow.
bioinformatics biology deep-learning image-analysis optical-flow python pytorch
Last synced: 24 Sep 2024
https://github.com/impetus-udes/rule4ml
Resource Utilization and Latency Estimation for ML on FPGA.
fpga hls keras machine-learning neural-network onnx prediction python pytorch regression-models
Last synced: 24 Sep 2024
https://github.com/nguyenanht/john-toolbox
This is my own toolbox to explore data science
data-science machine-learning pipeline python pytorch scikit-learn
Last synced: 25 Sep 2024
https://github.com/astrocvijo/power_consumption_prediction
Future power consumption prediction using LSTM, GRU and Transformer models
deep-learning experiment forecasting gru lstm machine-learning python pytorch time-series transfomer
Last synced: 24 Sep 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
Last synced: 03 Aug 2024
https://github.com/major196512/vistem
General Vision Model Training Template
Last synced: 03 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/pjh5672/YOLOv3
YOLOv3 implementation using PyTorch
object-detection pytorch yolo yolov3 yolov3-pytorch
Last synced: 02 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/notedance/note_rl
Reinforcement learning library for Keras and PyTorch.
deep-reinforcement-learning keras pytorch reinforcement-learning rl tensorflow
Last synced: 24 Sep 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/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/AI-Expert-04/School_Zone_Eye_Level
Prevention of accidents in school zones using deep learning
backbone backbone-networks cnn coreml deep-learning machine-learning ml object-detection onnx optimization pytorch sgd-optimizer tflite yolo yolov5
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/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/neptune-t/floorplan2design
A tool that uses deep learning models to automatically convert architectural floor plans into design renderings.
cyclegan dataset-generation floorplan-image pix2pix pytorch
Last synced: 24 Sep 2024
https://github.com/oneapi-src/visual-quality-inspection
AI Starter Kit for Quality Visual Inspection using Intel® Extension for Pytorch
Last synced: 01 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/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/ancestor-mithril/bs-scheduler
A Batch Size Scheduler library compatible with PyTorch DataLoaders.
batch-size dataloaders pytorch scheduler
Last synced: 24 Sep 2024
https://github.com/facundoq/tmeasures
The Transformational Measures (TM) library allows neural network researchers to evaluate the invariance and equivariance of their models with respect to a set of transformations. Support for Pytorch (current) and Tensorflow/Keras (coming).
equivariance invariance keras measure neural-networks python python3 pytorch tensorflow variance
Last synced: 24 Sep 2024
https://github.com/cedricwangyu/NoFAS
Variational Inference with NoFAS: Normalizing Flow with Adaptive Surrogate for Computationally Expensive Models
Last synced: 05 Aug 2024
https://github.com/smrfeld/pytorch-cpp-metal-tutorial
Tutorial for (PyTorch) + (C++) + (Metal shader)
apple-silicon cplusplus cppextension metal mps objective-c pybind11 python pytorch shader shaders tutorial
Last synced: 25 Sep 2024
https://github.com/vahidzee/torchde
PyTorch wrapper for Deep Density Estimation Models
density-estimation energy-based-model masked-autoencoder pytorch sgld
Last synced: 24 Sep 2024
https://github.com/zelvet-velvet/helios
Zaviel Chung's undergraduate graduate project.
kivy-framework python3 pytorch telloedu
Last synced: 24 Sep 2024
https://github.com/jolideco/jolideco
A Python package for Poisson joint likelihood deconvolution
deconvolution gamma-ray-astronomy image-analysis maximum-a-posteriori-estimation pytorch x-ray-astronomy
Last synced: 24 Sep 2024
https://github.com/epronovost/eincheck
Tensor shape checks inspired by einstein notation
deep-learning jax numpy pytorch tensor tensorflow
Last synced: 24 Sep 2024
https://github.com/newronai/newron-sdk
Newron is a data-centric ML platform to easily build, manage, deploy and continuously improve models through data driven development.
data-science data-versioning deep-learning experiment-tracking hyperparameter-optimization hyperparameter-search hyperparameter-tuning keras machine-learning ml-platform mlops model-monitoring model-registry model-reproducibility model-versioning python3 pytorch tensorflow
Last synced: 24 Sep 2024
https://github.com/esmail-ibraheem/tinyllamas
Tinyllamas🦙 is an Extensible advanced language model framework, inspired by the original Llama model.
attention-mechanism llama llama2 llms paper-implementations pytorch
Last synced: 24 Sep 2024
https://github.com/kyegomez/gated-slot-attention
An implementation of the paper: "Gated Slot Attention for Efficient Linear-Time Sequence Modeling" in PyTorch
ai attentions deep-neural-networks deeplearning machinelearnin ml pytorch tensorflow torch torchvision
Last synced: 25 Sep 2024
https://github.com/kentakoong/optimize-finetuning-llm
A repository where we Optimize the Fine-tuning process of LLMs in LANTA
lanta llama2 optimization pytorch slurm transformers
Last synced: 24 Sep 2024
https://github.com/mrpranavr/virtual-self--driving-car
Create a virtual self driving car using reinforcement learning with pytorch and Kivy
kivy-framework python pytorch reinforcement-learning
Last synced: 24 Sep 2024
https://github.com/omanshu209/disney-trailer-hub-ai
This is a cross - platform Python - based application using KivyMD, offering a delightful exploration of Disney movies with detailed information, trailers, and an AI component for predicting characters.
android android-application artificial-intelligence deep-learning disney kivy kivymd kivymd-python kvlang machine-learning pixar python python3 pytorch
Last synced: 24 Sep 2024
https://github.com/omanshu209/securo-iot
AI based security system!
arduino arduino-uno artificial-intelligence cnn inception-resnet-v1 kivy kivymd machine-learning mtcnn mtcnn-pytorch object-detection opencv python3 pytorch resnet18 security security-automation torch torchvision yolov5
Last synced: 24 Sep 2024
https://github.com/video-analysis-opensource/docker_hub_sync
同步AI开发常用的docker镜像到阿里云镜像仓库，便于在国内快速拉取镜像。如：pytorch
centos docker-image openjdk pytorch rocm tensorflow torch ubuntu
Last synced: 25 Sep 2024
https://github.com/michedev/tensorguard
TensorGuard helps to guard against bad Tensor shapes in any tensor based library
deep-learning numpy pytorch tensorflow
Last synced: 24 Sep 2024
https://github.com/ruddyscent/adlab-e2e
End-to-end autonomous driving simulation using Carla, ROS, and PyTorch.
autonomous-driving carla end-to-end jupyter pytorch ros
Last synced: 24 Sep 2024
https://github.com/minggnim/nlp-models
A repository for training transformer based models
chatbot chatbots ctransformers deeplearning falcon fine-tuning gpt-2 langchain llama2 llms multi-label-classification multi-task-learning nlp pytorch qdrant-vector-database transformers
Last synced: 24 Sep 2024
https://github.com/uppulurikalyani/ml-nexus
ML Nexus is an open-source collection of machine learning projects, covering topics like neural networks, computer vision, and NLP. Whether you're a beginner or expert, contribute, collaborate, and grow together in the world of AI. Join us to shape the future of machine learning!
ann cnn computer-vision keras-neural-networks keras-tensorflow machine-learning ml-frameworks natural-language-processing neural-networks opencv python pytorch transfer-learning
Last synced: 25 Sep 2024
https://github.com/plandes/deeplearn
General deep learning tools
bilstm-crf convolutional-neural-networks crf deep-learning pypi pypi-link pytorch pytorch-cnn utility vectorized-features
Last synced: 24 Sep 2024
https://github.com/luca-parisi/hyper_sinh
hyper-sinh: An Accurate and Reliable Activation Function from Shallow to Deep Learning in TensorFlow, Keras, and PyTorch
activation-functions cnn cnn-classification cnn-keras cnn-model deep-learning deep-neural-networks keras keras-neural-networks keras-tensorflow machine-learning machinelearning-python pytorch sinh tensorflow tensorflow-models torch
Last synced: 24 Sep 2024
https://github.com/surajiyer/spacybert
BERT inference (with similar function to hanxiao/bert-as-service) for spaCy with custom extension attributes
bert huggingface huggingface-transformers language-model machine-learning natural-language-processing nlp pytorch pytorch-model spacy spacy-extension spacy-pipeline
Last synced: 24 Sep 2024
https://github.com/colinwu0403/llama-2-hf-chatbot
Chatbot from pretrained LLaMA-2 LLM model, fine-tuned with medical research papers using RAG (Retrieval-Augmented Generation)
django langchain llama2 llm pytorch reactjs transformers
Last synced: 24 Sep 2024
https://github.com/mattzcarey/micrograd.zig
small (and partial) autograd engine inspired from Karpathy's micrograd and PyTorch, written in Zig
autograd llm llvm machine-learning micrograd pytorch zig
Last synced: 24 Sep 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/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/akaqox/binary_classification_pytorch
While using pytorch library and cat dog dataset, I tried to preserve clean code. Some extra properties added.
binary-c checkpoints classification clean-code early-stopping plot python pytorch pytorch-implementation readability
Last synced: 24 Sep 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/vachanvy/diffusion-transformer
Diffusion Transformers in PyTorch and JAX
deep-learning diffusion-models diffusion-transformer jax jax-implementation python pytorch pytorch-implementation transformers
Last synced: 24 Sep 2024
https://github.com/Tianguistengo/MLexperiments-research-computervision-climatechange
Machine Learning experiments and research
climate-data computer-vision deep-learning dimensionality-reduction interpretability python pytorch satellite-imagery scientific-research transfer-learning
Last synced: 03 Aug 2024
https://github.com/islam-hady9/generative-ai-models
Generative AI Models is a comprehensive repository dedicated to the implementation of cutting-edge generative AI models using Python. It features various models, including those for image captioning and text-to-image generation, leveraging advanced architectures like Vision Transformers (ViT), GPT-2, and Stable Diffusion.
computervision deeplearning generativeai gpt-2 huggingface-transformers imagecaptioning nlp pytorch stablediffusion text-to-image-generation visiontransformers
Last synced: 24 Sep 2024
https://github.com/monzerdev/sign-language-detection
Real-time sign language detection using CNN and MediaPipe for hand landmark recognition. Implements deep learning models to classify sign language gestures from live video input.
cnn computer-vision deep-learning machine-learning mediapipe opencv pandas python pytorch real-time signlanguagedetection
Last synced: 24 Sep 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/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/codingonion/yolov5-gui-slint
YOLOv5 GUI inference framework built with Slint.
aigc awesome candle gui image-processing llm machine-learning object-detection object-recognition opencv pytorch rust slint slint-ui tauri-app yolo yolov5 yolov8
Last synced: 02 Aug 2024
https://github.com/matteocalvanico/multiclass-classification
Net and config file to create a ML model for classifying
machine-learning multiclass-classification pytorch
Last synced: 24 Sep 2024
https://github.com/nhix00/egogesture_recognition
Project for Computer Vision course at Sapienza University of Rome
cv egogesture gesture-recognition lightning pytorch
Last synced: 24 Sep 2024
https://github.com/viig99/viig99-streamlit-demos
Tool to help Visualize flex attention mod_maps.
bigbird demo flexattention pytorch streamlit
Last synced: 24 Sep 2024
https://github.com/matin-ghorbani/iou-from-scratch
Intersection Over Union from Scratch using PyTorch
intersection-over-union iou object-detection pytorch
Last synced: 24 Sep 2024
https://github.com/matin-ghorbani/mean-average-precision-from-scratch
Mean Average Precision from Scratch using PyTorch
mean-average-precision object-detection pytorch
Last synced: 24 Sep 2024
https://github.com/matin-ghorbani/resnet-from-scratch
ResNet Implementation from Scratch using PyTorch
Last synced: 24 Sep 2024
https://github.com/tawssie/zmpy3d_pt
Python implementation of 3D Zernike moments with PyTorch
3d-zernike cuda gpu protein-structure python pytorch structural-bioinformatics superposition zernike-moments
Last synced: 24 Sep 2024
https://github.com/matin-ghorbani/inception-net-from-scratch
Inception Net Implementation from Scratch using PyTorch
deep-learning googlenet inception pytorch
Last synced: 24 Sep 2024
https://github.com/bobzheng00/medscan-mentor
MediScan Mentor is an innovative application designed to assist medical students in interpreting CT scans.
artificial-intelligence brain-diseases colab-notebook ct-scans deep-learning education machine-learning medical-ai-project medical-imaging mongodb numpy object-detection openai pandas pubmed python pytorch rag streamlit yolov5
Last synced: 24 Sep 2024
https://github.com/priyanshudutta04/ai-self-checkout
Automated AI self checkout system using CNN and Yolo.
cnn computer-vision deep-learning pytorch self-checkout tensorflow yolov8
Last synced: 24 Sep 2024
https://github.com/kapshaul/deeplearning
Exploring deep learning networks and solving diverse problems through fun and practical implementations, from basics to advanced techniques.
deep-learning machine-learning nueral-network parametric-estimation pytorch tensorflow
Last synced: 24 Sep 2024
https://github.com/matin-ghorbani/non-max-suppression-from-scratch
Non Max Suppression from Scratch using PyTorch
nms non-max-suppression object-detection pytorch
Last synced: 24 Sep 2024
https://github.com/tronik27/pytorch_models_3d
Python library with 3D Neural Networks based on PyTorch.
3d-semantic-segmentation cnn python3 pytorch
Last synced: 24 Sep 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/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/coreylowman/rl_simply
Simple pytorch implementations of RL algorithms
pytorch reinforcement-learning reinforcement-learning-algorithms rl sac soft-actor-critic td3
Last synced: 05 Aug 2024
https://github.com/juliusberner/theory2practice
Learning ReLU networks to high uniform accuracy is intractable (ICLR 2023)
adversarial-examples deep-learning learning-theory machine-learning-algorithms neural-networks pytorch ray-tune weights-and-biases
Last synced: 09 Aug 2024
https://github.com/ksasso1028/indi-debanding
Image Debanding using Inversion by Direct Iteration
autoencoder cnn debanding diffusion diffusion-models fast fast-fourier-transform fourier-transform image-debanding image-restoration indi inversion open-source opencv pytorch pytorch-lightning restoration unet unet-pytorch
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/tiskw/gaussian-process-bootstrapping-layer
PyTorch implementation of the Gaussian process bootstrapping layer
artificial-intelligence deep-neural-networks gaussian-processes machine-learning python pytorch
Last synced: 01 Aug 2024
https://github.com/ximitiejiang/MyCodeForPytorch
deep learning examples by pytorch implement
deep-learning pytorch tutorial
Last synced: 31 Jul 2024
https://github.com/naivenlp/rapidnlp-datasets
Data pipelines for both TensorFlow and PyTorch!
dataset-loader keras masked-language-models pytorch question-answering sequence-classification simcse tensorflow token-classification
Last synced: 24 Sep 2024
