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multi-task-image-classification

Multi-task learning for image classification implemented in PyTorch.

multi-task-machine-learning-papers

A list of multi-task machine learning papers.

neural-network-architecture-diagrams

Diagrams for visualizing neural network architecture (Created with diagrams.net)

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

overlap-fedavg

Official Pytorch implementation of "Communication-Efficient Federated Learning with Compensated Overlap-FedAvg"

per-fedavg

PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).

per-fedavg-1

PyTorch Implementation of Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach

personalizedfl

Personalized federated learning codebase for research

pfedme

Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)

pfl-non-iid

Personalized federated learning simulation platform with non-IID and unbalanced dataset

pfl-research

Simulation framework for accelerating research in Private Federated Learning

phanducthien82.github.io

plagiarism-checker-python

A python project for checking plagiarism of documents based on cosine similarity

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

python-algorithm-for-education

All Algorithms implemented in Python

pytorch-beginner

pytorch tutorial for beginners

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

pyvacy

Differentially Private Optimization for PyTorch 👁🙅‍♀️

research_papers_federated_learning

A collection of research and survey papers of differential privacy and federated learning

scfl

springer-free-books

Computer Science and Mathematics Free books by Springer.

tex-book-template

A template for writing a nice book with LaTeX

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

traffic_sign_detection

Zalo aI 2020: Traffic sign detection using Retinanet and image tiling

training

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

zaloaichallenge-2022

Top 2 Solution for Zalo AI Challenge 2022 - Liveness Detection track