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Name: Dev Gurung
Type: User
Name: Dev Gurung
Type: User
2023 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.
Confidence-aware Personalized Federated Learning via Variational Expectation Maximization [Accepted at CVPR 2023]
A Tensorflow implementation of the paper arXiv:1604.03539
This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.
Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]
[ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization
[ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (https://arxiv.org/abs/2210.00226)
Towards Addressing Label Skews in One-Shot Federated Learning (ICLR 2023)
Simplified Implementation of FedPAC
This repo implements FedU, a multitask learning framework for federated learning
Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. FLSim is domain-agnostic and accommodates many use cases such as vision and text.
Codes for the AAAI 2023 paper (Oral) "Efficient Mirror Detection via Multi-level Heterogeneous Learning" https://arxiv.org/pdf/2211.15644v1.pdf
MNISQ circuit dataset for machine learning and quantum machine learning
The PennyLane-Qiskit plugin integrates the Qiskit quantum computing framework and IBM Q with PennyLane.
Personalized federated learning codebase for research
We expose this user-friendly algorithm library (with an integrated evaluation platform) for beginners who intend to start federated learning (FL) study
Aer is a high performance simulator for quantum circuits that includes noise models
Qiskit Provider for accessing the quantum devices and simulators at IBM Quantum.
Quantum Machine Learning
A collection of Jupyter notebooks showing how to use the Qiskit SDK
An example of a variational quantum classifier implemented with qiskit using only elementary gates.
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.