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jeromeku's Projects

nctc_course icon nctc_course

Markov Decision Processes and Dynamic Optimization module at NCTC, March 2015

neon icon neon

Nervana's python based Deep Learning Framework

neuralnets icon neuralnets

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.

neuromancy icon neuromancy

Framework for building deep learning neural networks using theano (python library).

nlp icon nlp

Natural Language Processing Best Practices & Examples

nnkit icon nnkit

An object-oriented neural network toolkit built in Python using Theano, Numpy, OpenCV, and CUDA.

notebooks icon notebooks

IPython Notebooks from Various Presentations

notebooks-1 icon notebooks-1

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

ntds_2019 icon ntds_2019

Material for the EPFL master course "A Network Tour of Data Science", edition 2019.

numerical-mooc icon numerical-mooc

A collaborative educational initiative in computational science and engineering.

numericalmethods icon numericalmethods

Some open material relating to the Southampton Numerical Methods course

numerics-notes icon numerics-notes

Slides/notes and Jupyter notebook demos for an introductory course of numerical analysis/scientific computing

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