vmromero-ubi Goto Github PK

afc-fed-learn

animateanyone

Animate Anyone: Consistent and Controllable Image-to-Video Synthesis for Character Animation

asyncdrop__release

avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

awesome-deep-learning-papers

The most cited deep learning papers

awesome-federated-machine-learning

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

batchrl-si

Faster convergence in batch-RL with Synaptic Intelligence

colab

Continual Learning tutorials and demo running on Google Colaboratory.

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

continual-learning-baselines

Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and other strategies.

convergence

Convergence Analysis of Sequential Federated Learning on Heterogeneous Data (NeurIPS 2023)

convolutional-kans

This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing the classic linear transformation of the convolution to learnable non linear activations in each pixel.

cs231n.github.io

Public facing notes page

distributed-machine-learning-with-python

Distributed Machine Learning with Python, published by Packt

dtn7-kotlin

Delay-tolerant networking software suite for Kotlin, Bundle Protocol Version 7

fedartml

Federated Learning for Artificial Intelligence and Machine Learning

fedconv

Implementation for FedConv: A Learning-on-Model Paradigm for Heterogeneous Federated Clients

fedcv

FedCV: An Industrial-grade Federated Learning Framework for Diverse Computer Vision Tasks

feder

Decentralized Distributed Learning with Privacy Preserving Data Synthesis

federated

A framework for implementing federated learning

fedgraphnn

FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

fediot

Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.

fedkit

Mobile Federated Learning development kit for FedCampus

fedma

Code for Federated Learning with Matched Averaging, ICLR 2020.

fedml

FedML - The federated learning and analytics library enabling secure and collaborative machine learning on decentralized data anywhere at any scale. Supporting large-scale cross-silo federated learning, cross-device federated learning on smartphones/IoTs, and research simulation. MLOps and App Marketplace are also enabled (https://open.fedml.ai).

fedml-gradcontrol

Research project about Federated Learning with Unbiased Gradient Aggregation and Controllable Meta Updating based on the article

fedml-mobile

FedML-Mobile: Federated Learning Research Library for Android and iOS Smartphones (supported by FedML framework)

fednlp

FedNLP: An Industry and Research Integrated Platform for Federated Learning in Natural Language Processing, Backed by FedML, Inc. The Previous Research Version is Accepted to NAACL 2022

fedpan