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/manuelz/dlpt-semantic-segmentation
Project #4 for the OpenCV University course "Deep Learning with PyTorch".
deep-learning python pytorch semantic-segmentation
Last synced: 26 Sep 2024
https://github.com/bilgenurbekar/turkishcyberbullying
Contains fine-tuned BERT models and results in the text classification category using Turkish social media data
bert-fine-tuning huggingface-transformers matplotlib numpy pandas python pytorch scikit-learn transformers
Last synced: 26 Sep 2024
https://github.com/andreazoccatelli/aircontrol
AirControl, control your PC with hands
interface mediapipe midas pytorch tensorflow
Last synced: 26 Sep 2024
https://github.com/bsteen/sdxl-image-batch
Generate batches of SDXL images
ai ai-image-generation diffusers image-generation pytorch sdxl stable-diffusion
Last synced: 26 Sep 2024
https://github.com/k-forghani/rayan-ai-imldl
Introduction to Machine Learning and Deep Learning | Rayan AI Contest
clustering cnn contest course deep-learning diffusion eda homework knn linear-regression logistic-regression machine-learning neural-network pytorch rayan segmentation sklearn svm vae
Last synced: 26 Sep 2024
https://github.com/chandkund/spam-email-detection
This project focuses on detecting spam emails using a fine-tuned DistilBERT model, a lighter version of the BERT model. The model is trained to classify email text into two categories: spam (1) and not spam (0). The dataset consists of email texts labeled as either spam or non-spam.
data-visualization datapreprocessing matplotlib pandas python pytorch sklearn transformer
Last synced: 26 Sep 2024
https://github.com/liuyuweitarek/downgrade-upgrade-colab-python
Creating a Specific Version of Python and PyTorch Environment on Colab.
customized-project google-colab python pytorch tensorflow
Last synced: 26 Sep 2024
https://github.com/divakarkumarp/30-days-pytorch
30-days PyTorch Practice from Beginning to Advance
python pytorch pytorch-implementation
Last synced: 26 Sep 2024
https://github.com/asawirshafiq/bert-tweet-classification
This project uses a fine-tuned BERT model for tweet classification, focusing on detecting bullying in tweets. The model leverages BERT's advanced language understanding to effectively identify and categorize harmful or abusive language.
bert-fine-tuning classification huggingface-transformers pytorch
Last synced: 26 Sep 2024
https://github.com/omarray99/mt_en-es_transformer
Transformer-based Neural Machine Translation for English to Spanish using PyTorch
en-es machine-translation python pytorch transformer
Last synced: 26 Sep 2024
https://github.com/spoortimorabad/twittersentimentanalysis
Analyzing Twitter sentiment using BERT for real-time insights into public opinion and brand perception
bert-embeddings bert-model mit-license python3 pytorch twitter-sentiment-analysis wordcloud
Last synced: 26 Sep 2024
https://github.com/kunalshelke90/intel_image_classification
The solution involves using computer vision and a custom PyTorch-based object detection network to identify different types of apparel from images, with an API for predictions, dockerized and deployed on AWS.
docker flask python pytorch pytorch-cnn
Last synced: 25 Sep 2024
https://github.com/inventwithdean/conditionalgan
A conditional Deep Convolutional GAN to generate digits.
cgan-mnist conditional-gan dcgan pytorch
Last synced: 26 Sep 2024
https://github.com/skullick/flower_image_classifier
Train a neural network to classify flower images, with scripts for training and prediction
Last synced: 26 Sep 2024
https://github.com/chien10/cs224n-winter-2019-assigments
Deep Learning in NLP with Pytorch for Novice
Last synced: 24 Sep 2024
https://github.com/vlada-pv/bert-predict-text-rating
BERT-based model for text classification tasks.
bert bert-embeddings neural-networks pytorch text-classification text-rating
Last synced: 26 Sep 2024
https://github.com/witmem/witin-nn-tool-
The "witin_nn" framework, based on PyTorch, maps neural networks to chip computations and supports operators including Linear, Conv2d, and GruCell. It enables 8-12 bit quantization for inputs/outputs and weights, implementing QAT.
computinginmemory conv2d convtranspose2d grucell linear nat natural-language-processing nerual-network pytorch qat
Last synced: 26 Sep 2024
https://github.com/adham-elaraby/deka-bert-transformer
Text-Klassifizierer Coding Challenge im Bereich Machine Learning
archive bert bert-model coding-challenge fine-tuning huggingface-transformers pytorch text-classification
Last synced: 26 Sep 2024
https://github.com/mdcjansen/cnns
Various codes and scripts used during AI research. Orginally developed in the Binary_label_predictions_with_CNNs repository
alexnet artificial-intelligence bioinformatics bioinformatics-analysis bioinformatics-scripts cnn convnext convolutional-neural-networks densenet121 groovy inceptionv3 python pytorch resnet-50 shufflenet
Last synced: 25 Sep 2024
https://github.com/davidandw190/faas-dl-inference
My work towards better understanding how the FaaS paradigm can be adapted for Edge-Cloud environments for improving distributed, containerized ML inferencing workflows
data-locality edge inference kubernetes machine-learning mlops openfaas pytorch serverless
Last synced: 26 Sep 2024
https://github.com/samestrin/llm-services-api
A FastAPI-powered REST API offering a comprehensive suite of natural language processing services using machine learning models with PyTorch and Transformers, packaged in a Docker container to run efficiently.
api docker fastapi hugging-face hugging-face-transformers huggingface-transformers keybert llm openai-compatible-api python python3 pytorch rest rest-api spacy torch transformers uvicorn
Last synced: 25 Sep 2024
https://github.com/maxvandenhoven/cookiecutter-deep-learning-research
A Cookiecutter template for deep learning research projects
cookiecutter-template deep-learning deep-learning-research docker docker-compose mlflow openmmlab python pytorch pytorch-lightning tensorflow transformers weights-and-biases
Last synced: 26 Sep 2024
https://github.com/neural-bits/computer-vision-hub
Hub with hands-on resources on building Computer Vision and Deep Learning solutions that process Video/Image data.
computer-vision deep-learning edge-computing fastapi machine-learning nvidia-triton pytorch
Last synced: 26 Sep 2024
https://github.com/altaris/turbo-broccoli
JSON (de)serialization extensions
bokeh json keras numpy pandas pytorch serialization sklearn tensorflow
Last synced: 25 Sep 2024
https://github.com/mattjesc/federated-learning-simulation-1gpu-mi-is
Federated Learning Simulation on a Single GPU with Model Interpretability and Interactive Visualization
ai cuda deep-learning distributed-systems federated-learning gpu hpc keras machine-learning ml model-interpretability python pytorch simulation streamlit tensorflow
Last synced: 25 Sep 2024
https://github.com/psavarmattas/speechtotext
we shall build a very simple speech recognition system that takes our voice as input and produces the corresponding text by hearing the input.
facebook-api ipython librosa machine-learning numpy python pytorch soundfile transformers
Last synced: 25 Sep 2024
https://github.com/aminkhavari78/reinforcementlearning
Try to Implement different Envirnment and RL algorithms
ipython matplotlib numpy pygame pytorch randomsearch reinforcement-learning snake
Last synced: 24 Sep 2024
https://github.com/ce-dric/tensorrt-batch
TensorRT capable of processing batch units
docker docker-container python pytorch tensorrt tensorrt-engine tensorrt-inference
Last synced: 26 Sep 2024
https://github.com/ibaigorordo/neuflow_v2-pytorch-inference
Simplified repository for Pytorch inference for the NewFlow v2 Optical Flow model
computer-vision onnx opencv optical-flow python pytorch
Last synced: 26 Sep 2024
https://github.com/mo-ouail-ocf/nlp-projects
- I share in this repository my NLP personal projects that I am working on mainly in NLP
deep-learning machine-translation nlp pytorch tranformers
Last synced: 26 Sep 2024
https://github.com/hoverslam/image-segmentation
Multi-class image segmentation using a U-Net architecture.
image-segmentation pytorch unet
Last synced: 26 Sep 2024
https://github.com/subratamondal1/document-extraction
Document extraction from pdfs and images with OpenCV.
computer-vision document-extraction image-processing opencv py python3 pytorch
Last synced: 24 Sep 2024
https://github.com/mahendran-narayanan/double-vit
[ICPR 2024] DoubleViT Pushing transformers towards the end because of convolutions
deep-learning deep-neural-networks icpr2024 pytorch tensorflow
Last synced: 26 Sep 2024
https://github.com/travelxml/pytorch-diabetes-prediction-ann-nlp
PyTorch-based diabetes prediction model using Artificial Neural Networks (ANN) and Natural Language Processing (NLP). Includes data preprocessing, model training, and evaluation scripts.
ann nlp nlp-library nlp-machine-learning pytorch pytorch-implementation
Last synced: 26 Sep 2024
https://github.com/radinshahdaei/multi-layered-perceptron
Implementation of an MLP from scratch.
jupyter-notebook python pytorch
Last synced: 26 Sep 2024
https://github.com/krishnaura45/imagequant
Combining NLP and Deep Learning for Image-Based Entity Extraction
cnn deep-learning easyocr gpu keras-ocr lstm machine-learning nlp ocr opencv pillow pytesseract pytorch resnet-50 tensorflow
Last synced: 26 Sep 2024
https://github.com/ireneli393/bank-credit-risk-assessment-with-nlp-models
Advanced-Name-Screening-and-Entity-Linking-with-Existing-NLP-Models
bert-model nlp-machine-learning python3 pytorch roberta xlnet
Last synced: 26 Sep 2024
https://github.com/cori4nder/vae-meandering-rivers
Implementation of a Variational Autoencoder (VAE) for meandering river images using PyTorch
deep-learning image-generation machine-learning meandering-rivers pytorch vae variational-autoencoder
Last synced: 26 Sep 2024
https://github.com/g4vrel/aae
A PyTorch implementation of Adversarial Autoencoders
adversarial-autoencoders autoencoder gan paper-implementation pytorch
Last synced: 26 Sep 2024
https://github.com/mdsrqbl/omnihuman
AI model that understands text & humanoids.
computer-vision generative-ai nlp pose-synthesis pytorch transformers
Last synced: 26 Sep 2024
https://github.com/wa-lead/cmu-dlsys-needle
CMU 10-414/714 - A PyTorch-like Deep Learning framework built for learning in the CMU Deep Learning Systems course.
auto-differentiation cmu deep-learning machine-learning pytorch
Last synced: 26 Sep 2024
https://github.com/rezabagher/deep-learning-basic-codes
this is deep learning with Pytorch repository
Last synced: 26 Sep 2024
https://github.com/neirezcher/generative-adversarial-network
deep-learning genarative-ai mnist pytorch
Last synced: 26 Sep 2024
https://github.com/hazdzz/scalenorm
The PyTorch implementation of ScaleNorm.
Last synced: 26 Sep 2024
https://github.com/kanglang123/tensorrt-deploy
使用TensorRT部署模型的demo
deep-learning deployment pytorch
Last synced: 26 Sep 2024
https://github.com/radinshahdaei/ce40417-ai
Theoretical and practical assignments for "Artificial Intelligence".
jupyter-notebook python pytorch
Last synced: 26 Sep 2024
https://github.com/matin-ghorbani/transformers-from-scratch
Transformer from Scratch using PyTorch
pytorch pytorch-implementation transformers
Last synced: 26 Sep 2024
https://github.com/tylerpetri/pytorch-cnn
Pytorch Convolutional Neural Network predictor
convolutional-neural-networks machine-learning predictive-modeling pytorch
Last synced: 26 Sep 2024
https://github.com/smritivaidyanathan/bioaffinix
Bio-cheminformatics project in progress to predict small molecule inhibitory potential (IC50) against 11β-HSD1
biochemistry bioinformatics drug-discovery drug-protein-interactions python pytorch smiles-strings
Last synced: 26 Sep 2024
https://github.com/byrkbrk/generating-by-prompt-flux-schnell
Generate photo-realistic & high-resolution images by user-defined prompts using Flux-schnell, in PyTorch & Gradio
flux-schnell generative-art huggingface-diffusers pytorch text-to-image
Last synced: 26 Sep 2024
https://github.com/wyatt-avilla/sunbird
neural network based deompiler
decompilation machine-translation neural-network python pytorch tree-sitter x86-64
Last synced: 25 Sep 2024
https://github.com/ardawanism/a-tour-of-pytorch
In this repo, an introductory tutorial on PyTorch is provided. You can learn about the basics of PyTorch alongside defining and training deep neural networks consisting of different layer types such as fully-connected, convolutional, and etc.
convolutional-neural-networks deep-learning deep-neural-networks deeplearning multilayer-perceptron neural-network neural-networks pytorch pytorch-tutorial
Last synced: 26 Sep 2024
https://github.com/behradsadeghi/flower-classification-efficientnet
Classifying images of flowers into 17 categories using EfficientNet-B0 and PyTorch.
cnn deep-learning efficientnet gradient-accumulation image-classification mixed-precision pytorch transfer-learning
Last synced: 26 Sep 2024
https://github.com/jason-cs18/deep-learning-profiler
Profile your PyTorch model with model-level, layer-level, and operator-level details
profile pytorch pytorch-profiler
Last synced: 26 Sep 2024
https://github.com/mateuszk098/vehicle-recognition
Full stack application for vehicle recognition.
deep-learning docker fastapi full-stack machine-learning python pytorch
Last synced: 26 Sep 2024
https://github.com/manuelz/dlpt-food-classification
Project #2 for the OpenCV University course "Deep Learning with PyTorch".
classification deep-learning python pytorch
Last synced: 26 Sep 2024
https://github.com/aniketdash7/multihead_attention_implementation
Implementation of Multihead attention mechanism using numpy and pyTorch
multihead-attention numpy pytorch torch
Last synced: 26 Sep 2024
https://github.com/make2explore/tutorial-opencv-on-jetsonnano-with-cuda-support
Installation of OpenCV on JetsonNano with CUDA support
artificial-intelligence artificial-neural-networks computer-vision image-processing machine-learning opencv opencv-python pytorch tensorflow
Last synced: 26 Sep 2024
https://github.com/drsartoriuss/tracking-objects-on-a-conveyor-belt
Разработка модели потокового трекинга пластиковой тары на конвейере.
motmetrics opencv pytorch ultralytics
Last synced: 26 Sep 2024
https://github.com/manuelz/pairwise-similarity
Card identification system that matches a query card to a 30K card database using fine-tuned deep feature embeddings and similarity search.
deep-learning faiss metric-learning opencv pairwise-similarity python pytorch
Last synced: 26 Sep 2024
https://github.com/andreazoccatelli/selective_blur
Selective Blur is a tool that allows to change the focus of an image on a subject selected by the user and adapt the blur of the surroundings naturally.
computer-vision opencv photo-editing pytorch
Last synced: 26 Sep 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/auriopinto/thesis
Research-based paper presented as the final empirical study of my bachelor degree.
expo-cli machine-learning python pytorch pytorch-cnn qrcode qrcode-generator tensorflow-models tongji-university
Last synced: 26 Sep 2024
https://github.com/muhammadshavaiz/ai_learning
Google Colab notebooks showcasing PyTorch implementations and experiments. Covers deep learning techniques, including neural networks and NLP concepts.
deep-learning nlp python pytorch spacy
Last synced: 25 Sep 2024
https://github.com/allanotieno254/mnist-digit-classification
building a machine learning model to classify handwritten digits using the MNIST dataset.
computer-vision deep-learning imageclassification machine-learning minst-database neural-networks notebook-jupyter python pytorch tensorflow
Last synced: 25 Sep 2024
https://github.com/allenvox/neural
Workspace for Neural Networks class
jupyter-notebook neural-networks numpy python pytorch tensorflow
Last synced: 25 Sep 2024
https://github.com/mitchmedeiros/mlcompare
Quickly compare machine learning models across libraries and datasets
huggingface-datasets kaggle openml pytorch scikit-learn xgboost
Last synced: 26 Sep 2024
https://github.com/stadrem/midnightcamp3_b-7
메타버스 아카데미 3기 미드나잇캠프 B-7팀
csharp java krita mysql python pytorch raider substance-painter unity3d visual-studio visual-studio-code
Last synced: 24 Sep 2024
https://github.com/protyayofficial/imagecolorization
This project utilizes GANs for converting grayscale images to color, leveraging deep learning models to enhance colorization accuracy. It features customizable training pipelines, evaluation metrics, and supports further improvements with new models and techniques.
convolutional-neural-networks deep-learning deep-neural-networks generative-adversarial-network image-colorization image-generation pytorch
Last synced: 26 Sep 2024
https://github.com/devdezzies/foodmini-vit
FoodMini is an image recognition model trained on subset of FoodVision 101 dataset consisting of three labels (sushi, pizza, and steak). This project implements ViT (Vision Transformer) from its original research paper as state-of-the-art image recognition model.
computer-vision image-recognition paper-implementations pytorch transformer vision-transformer
Last synced: 26 Sep 2024
