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CFM-Imperial lectures on “Optimal transport and applications to economics, statistics and finance”
Solution to the Kantorovich optimal transport problem
A couple of simple GANs in Keras
A Msc Data Sciences project consisting in a synthesis of 3 papers on kernel feature selection.
Testing methods for estimating KL-divergence from samples.
Report and code for Large Scale optimal transport project
Stochastic algorithms for computing Regularized Optimal Transport
Tensorflow Implementation of "Large-scale Optimal Transport and Mapping Estimation"(ICLR2018/NIPS 2017 OTML)
Assignment for Convex Optimization in Autumn 2017 in PKU. Submitted version. Some methods to solve the LASSO problem.
Convex optimizers for LASSO, including subgradient, project gradient, proximal gradient, smooth method, lagrangian method and stochastic gradient descent variants.
Implementation of the barrier method to solve the LASSO problem
MICCAI 2017 Paper - Optimal Transport for Diffeomorphic Registration
:pencil2: LeetCode solutions in C++ 11 and Python3
致力于将李航博士《统计学习方法》一书中所有算法实现一遍
Implementation of Logistic Regression using three optimization techniques namely 1) Gradient Descent 2) Stochastic Gradient Descent and 3) Newton's Method
Linear programming formulation and solution to optimal transport problem in 1D and 2D
Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation
CS 7641 coursework
Code and notebooks on machine learning
Code and notebooks on machine learning
Implementation of the most famous machine learning algorithms in Python, using ipython notebook.
machine learning and deep learning tutorials, articles and other resources
Plain python implementations of basic machine learning algorithms
Matching Models, Optimal Transport and Applications
Miscellaneous Matlab scripts I find useful
An implementation of MaxEnt, with Mini-batch Stochastic Gradient approach to get the optimized parameters.
math+econ+code masterclass on optimization in economics: optimal transport, demand models, matching models
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.