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Practical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727
Python3 implementation of the paper [Large-scale optimal transport map estimation using projection pursuit]
Projects developed within the class "Probabilistic Graphical Models" in the Masters "Mathématiques, Vision et Apprentissage" MVA (Mathematics, Vision and Learning) at ENS Paris-Saclay
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
This repository is for my personal notes on Probability and Optimal Transport. It is a "pot-pourri"of topics relating both of these fields.
Programming with R for Reproducible Research
Proximal algorithms and operators in python
Simple python implementation of proximal methods for non-smooth convex optimization in machine learning
Python source code & example for use proximal gradient optimization
Optimization algorithms based on the proximal operator
Code for optimal transport relative to PSFs and physical science applications
Python interface for a 2D optimal transport / Monge Ampère solver using Laguerre diagrams
A PyTorch implementation of adaptive Monte Carlo Optimal Transport algorithm
Ordered Weighted L1 regularization for classification and regression in Python
Proximal algorithms made easy in Python
A proximal optimization solver in Python
Low-rank matrix recovery via Sketchy CGM
Materials for the Erdos Institute's Code Programming Bootcamp, May 2019.
Notebooks for "Python for Signal Processing" book
The "Python Machine Learning" book code repository and info resource
Useful functions, tutorials, and other Python-related things
Code used in Springer Nature/Apress Video Tutorial
Deep Learning (with PyTorch)
Differentiable Optimal Transport in PyTorch
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.