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Dec 24, 2017 - Jupyter Notebook
distributed-learning
Here are 50 public repositories matching this topic...
Sample PHT implementations efforts from the PHT German team
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Jan 28, 2019 - Java
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May 12, 2019 - Python
Codes and experiments for the paper "Max-Discrepancy Distributed Learning: Fast Risk Bounds and Algorithms"
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Jun 9, 2019 - C++
[WIP] elastic training implemented with MXNet
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Dec 20, 2019 - Python
The smartphones of the people probably carry the most valueable but also private data. Since using data promisses to be one of the best ways to fight back against COVID-19, it is highly desirable to get access. By using a Federated Learning approach with PySyft it is possible to learn from the private data right on the smartphone, with the data …
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Mar 22, 2020 - Jupyter Notebook
GGM structure learning using 1 bit.
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May 11, 2020 - Python
Reinforcement learning using PPO on the 3D Ball environment for Unity ML-Agents. Using MPI to do distributed training across separate processes
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Jul 2, 2021 - Python
A project for simulation of Asynchronous Federated Learning
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Sep 1, 2021 - Python
Speeding up DNN training for image classification, with OpenMPI
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Oct 27, 2021 - C++
Training and deploying sentiment analysis models with deep learning using Amazon SageMaker. A BERT model was trained using distributed training with the help of Hugging Face.
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Nov 1, 2021 - HTML
BurrMill core
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Nov 2, 2021 - Shell
Unofficial implementation of SignSGD to assess its robustness to adversaries.
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Jan 22, 2022 - Python
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Apr 30, 2022 - Python
Page for fedsim
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Jul 5, 2022
Sageflow: Robust Federated Learning against Both Stragglers and Adversaries at NeurIPS'21
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Jul 14, 2022 - Python
The code for the paper "Hybrid Decentralized Optimization: First- and Zeroth-Order Optimizers Can Be Jointly Leveraged For Faster Convergence"
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Apr 29, 2024 - Jupyter Notebook
A federated learning simulator written in PyTorch, which supports a virtually unlimited number of clients.
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Oct 21, 2022 - Python
Just a casual project that provides a minor solution to the distributed learning of block non-i.i.d. data
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Feb 8, 2023 - Jupyter Notebook
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