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Name: EPFL Machine Learning and Optimization Laboratory
Type: Organization
Location: Lausanne, Switzerland
Blog: mlo.epfl.ch
Name: EPFL Machine Learning and Optimization Laboratory
Type: Organization
Location: Lausanne, Switzerland
Blog: mlo.epfl.ch
Source code for "On the Relationship between Self-Attention and Convolutional Layers"
Open Challenge - Automatic Training for Deep Learning
Robust Cross-lingual Embeddings from Parallel Sentences
Learning from history for Byzantine Robustness
Decentralized SGD and Consensus with Communication Compression: https://arxiv.org/abs/1907.09356
MLO internal cifar 10 / 100 default implementation / reference implementation. single machine, variable batch sizes, allowing maybe gradient compression. need to have clear documentation to make it easy to use, and so that we don't loose time with looking for hyperparameters. we can later keep it in sync with mlbench too, but self-contained is even better
CoLa - Decentralized Linear Learning: https://arxiv.org/abs/1808.04883
Code for Multi-Head Attention: Collaborate Instead of Concatenate
Continuity Plan in accordance with https://www.epfl.ch/campus/security-safety/en/health/coronavirus-covid19/
Correlating Twitter Language with Community-Level Health Outcomes: https://arxiv.org/abs/1906.06465
DISCO is a code-free and installation-free browser platform that allows any non-technical user to collaboratively train machine learning models without sharing any private data.
Codebase for ICML submission "DOGE: Domain Reweighting with Generalization Estimation"
difficulty-guided text summarization
Tools for experimentation and using run:ai. The aim is for these to be small self-contained utilities that are used by multiple people.
SGD with compressed gradients and error-feedback: https://arxiv.org/abs/1901.09847
Federated Learning with TensorFlow.js
Extracting knowledge graphs from language models as a diagnostic benchmark of model performance (NeurIPS XAI 2021).
MLO group setup for kubernetes cluster
Landmark Attention: Random-Access Infinite Context Length for Transformers
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.