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Joonatan Samuel's Projects

cowculator icon cowculator

Collection of optimizing mathematics functions and machine learning classes to make my life easier.

filterpy icon filterpy

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

kalmancpp icon kalmancpp

Templated Kalman filter library for C++, built on top of Eigen.

math-lectures icon math-lectures

Applicable and beautiful mathematics demonstration programs that do the math, so we don't have to.

neural-network-research icon neural-network-research

Research to determine the optimal way to arrange feedforward network structure. Trains every possible combination of up to three hidden layer neural network with maximum of default maximum of 10 nodes in every hidden layer. Trained on MNIST database.

nnlab-musicnet icon nnlab-musicnet

Small project producing note classification on sound data. Uses MusicNet as the dataset.

pointer-generator icon pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks" (Python3)

skip-thoughts icon skip-thoughts

Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"

sklearn-porter icon sklearn-porter

Transpile trained scikit-learn estimators to C, Java, JavaScript and others.

slogans icon slogans

A collection of slogans I think are important to share or keep.

textbook icon textbook

Mathematics textbook for "Beautiful and applicable math". Meant to be supplemental material for students and teacher to pass on my legacy.

todo icon todo

Task manager in terminal.

whitebox icon whitebox

Machine learning tools and frameworks that are mostly built on sklearn and other open source machine learning frameworks.

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