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Markov Decision Processes and Dynamic Optimization module at NCTC, March 2015
Nervana's python based Deep Learning Framework
Practical assignments for the network science course
Theano neural network classes
The implementation of artificial neural networks classifier in Python (with the help of Theano library). Includes neural networks with dropout method, as well as stacking denoising autoencoders and stacking restricted Boltzmann machines for weight pre-training.
Framework for building deep learning neural networks using theano (python library).
Python data analysis course for 2016 NGCM Summer Academy
Natural Language Processing Best Practices & Examples
An assignment for CMU CS11-711 Advanced NLP, building NLP systems from scratch
The most important NLP highlights of 2018 (PDF Report)
An object-oriented neural network toolkit built in Python using Theano, Numpy, OpenCV, and CUDA.
A simple demo app in node.js using express, mongoose, passport.js and jade for beginners
IPython Notebooks from Various Presentations
Implement, demonstrate, reproduce and extend the results of the article 'Differential Machine Learning' (Huge & Savine, 2020), and cover implementation details left out of the working paper
UFAL Deep RL Course
Material for the EPFL master course "A Network Tour of Data Science", edition 2019.
Graduate level course on numerical methods for economists
Jupyter notebook class notes for Numerical Methods for PDEs
A collaborative educational initiative in computational science and engineering.
Some open material relating to the Southampton Numerical Methods course
Slides/notes and Jupyter notebook demos for an introductory course of numerical analysis/scientific computing
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.