A library for answering questions using data you cannot see
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Aug 25, 2020 - Python
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federated-learning
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An Industrial Grade Federated Learning Framework
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Aug 25, 2020 - Python
A curated list of references for MLOps
engineering
devops
data-science
machine-learning
ai
ml
software-engineering
federated-learning
mlops
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Aug 24, 2020
Awesome Multitask Learning Resources
machine-learning
deep-learning
transfer-learning
convex-optimization
domain-adaptation
multi-task-learning
meta-learning
federated-learning
few-shot-learning
sparse-learning
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Jul 17, 2020
A curated list of awesome Distributed Deep Learning resources.
nlp
distributed-systems
data-science
machine-learning
natural-language-processing
awesome
deep-neural-networks
computer-vision
deep-learning
asynchronous
gpu
distributed-computing
neural-networks
hyperparameter-optimization
awesome-list
federated-learning
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Jul 19, 2019
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Aug 6, 2020
resources about federated learning and privacy in machine learning
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Aug 17, 2020
Infrastructures™ for Machine Learning Training/Inference in Production.
kubernetes
machine-learning
apache-spark
deep-learning
artificial-intelligence
awesome-list
pruning
quantization
knowledge-distillation
deep-learning-framework
model-compression
apache-arrow
federated-learning
machine-learning-systems
apache-mesos
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May 24, 2019
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
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Aug 13, 2020 - Python
Simulate a federated setting and run differentially private federated learning.
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Apr 30, 2020 - Python
Manage federated learning workload using cloud native technologies.
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Aug 24, 2020 - Go
See new version https://github.com/mccorby/PhotoLabeller
android
machine-learning
deep-learning
clean-architecture
rxjava2
dl4j
deeplearning4j
federated-learning
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Apr 26, 2018 - Java
Federated Learning: Client application doing classification of images and local training. Works better with the Parameter Server at https://github.com/mccorby/PhotoLabellerServer
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Mar 18, 2019 - Kotlin
A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and others.
iot
edge
awesome-list
pruning
quantization
auto-ml
edge-machine-learning
federated-learning
embedded-machine-learning
mobile-machine-learning
efficient-architectures
edge-deep-learning
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Apr 18, 2020 - Python
A collection of research papers categorized into broad topics in federated learning.
machine-learning
privacy
computer-vision
semi-supervised-learning
transfer-learning
wireless-communication
distributed-optimization
interpretability
neural-architecture-search
federated-learning
continual-learning
vertical-federated-learning
non-iid
decentralized-federated-learning
hierarchical-federated-learning
adversarial-attack-and-defense
communication-efficiency
straggler-problem
computation-efficiency
incentive-mechanism
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Jul 18, 2020
Fair Resource Allocation in Federated Learning (ICLR '20)
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Aug 19, 2020 - Python
FedML: A Research Library and Benchmark for Federated Machine Learning
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Aug 23, 2020 - Python
Bayesian Nonparametric Federated Learning of Neural Networks
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May 29, 2019 - Python
Galaxy Federated Learning Framework （星际联邦学习框架）
algorithm
decentralized
blockchain
pytorch
federated-learning
federated-learning-algorithm
federated-learning-framework
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Aug 20, 2020 - Python
A scalable, high-performance serving system for federated learning models
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Aug 24, 2020 - Java
Fuck 算法、Java多线程与高并发、Spring boot、Spring Cloud等笔记，源码级学习笔记后续也会更新。
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Aug 17, 2020 - HTML
Federated Learning related materials, including papers, articles, frameworks, and courses etc.
secret-sharing
differential-privacy
federated-learning
privacy-preserving-machine-learning
secure-multi-party-computation
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Aug 16, 2020 - Shell
Xaynet represents an agnostic Federated Machine Learning framework to build privacy-preserving AI applications.
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Aug 25, 2020 - Rust
FATE's Visualization Toolkit
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Aug 25, 2020 - CSS
This repo contains all the notebooks mentioned in blog.
deep-learning
cnn
lstm
gru
style-transfer
tensorflow-tutorials
keras-tutorials
object-detection
mlp
transfer-learning
char-rnn
bert
pytorch-tutorials
federated-learning
allennlp
cnn-visualization
elmo
fastai-tutorials
gpt-2
transfer-learning-nlp
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Jan 26, 2020 - Jupyter Notebook
Full stack service enabling decentralized machine learning on private data
javascript
python
swift
machine-learning
privacy
deep-neural-networks
deep-learning
tensorflow
pytorch
compression-algorithm
privacy-enhancing-technologies
federated-learning
privacy-preserving-machine-learning
decentralized-machine-learning
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Jul 13, 2020 - Jupyter Notebook
Federated Learning: Parameter Server doing aggregation of updates to a model coming from clients participating in a Federated Learning setup. See also the Android application companion at https://github.com/mccorby/PhotoLabeller
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Oct 7, 2018 - Kotlin
The official Syft worker for secure on-device machine learning
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Aug 19, 2020 - Kotlin
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@njcurtis3 reported that he's unable to get any files under ./data, which means no access to ambianic edge logs.
We should make sure that ambianic edge logs at error and exception level are routed not only to app files but also to standard output and error. This will enable problems like the one Nathan reported to be seen on docker console output and via
docker-compose logs.