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Animate Anyone: Consistent and Controllable Image-to-Video Synthesis for Character Animation
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
The most cited deep learning papers
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Faster convergence in batch-RL with Synaptic Intelligence
Continual Learning tutorials and demo running on Google Colaboratory.
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 and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and other strategies.
Convergence Analysis of Sequential Federated Learning on Heterogeneous Data (NeurIPS 2023)
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.
Public facing notes page
Distributed Machine Learning with Python, published by Packt
Delay-tolerant networking software suite for Kotlin, Bundle Protocol Version 7
Federated Learning for Artificial Intelligence and Machine Learning
Implementation for FedConv: A Learning-on-Model Paradigm for Heterogeneous Federated Clients
FedCV: An Industrial-grade Federated Learning Framework for Diverse Computer Vision Tasks
Decentralized Distributed Learning with Privacy Preserving Data Synthesis
A framework for implementing federated learning
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.
Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.
Mobile Federated Learning development kit for FedCampus
Code for Federated Learning with Matched Averaging, ICLR 2020.
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).
Research project about Federated Learning with Unbiased Gradient Aggregation and Controllable Meta Updating based on the article
FedML-Mobile: Federated Learning Research Library for Android and iOS Smartphones (supported by FedML framework)
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
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.