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Firdaus Prabowo's Projects

acousticbem icon acousticbem

Boundary Element Method code for solving acoustic equations.

altair icon altair

Declarative statistical visualization library for Python

cfdpython icon cfdpython

A sequence of IPython notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

clean-code-ml icon clean-code-ml

:bathtub: Clean Code concepts adapted for machine learning and data science

complete-data-science-toolkits icon complete-data-science-toolkits

The overall objective of this toolkit is to provide and offer a free collection of data analysis and machine learning that is specifically suited for doing data science. Its purpose is to get you started in a matter of minutes. You can run this collections either in Jupyter notebook or python alone.

cryptos icon cryptos

Pure Python from-scratch zero-dependency implementation of Bitcoin for educational purposes

deej-a.i. icon deej-a.i.

Create automatic playlists by using Deep Learning to *listen* to the music

dhitools icon dhitools

Python tools for working with DHI MIKE21

machinelearning6.867 icon machinelearning6.867

My own notes, implementations, and musings for MIT's graduate course in machine learning, 6.867

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

predict_iav_host icon predict_iav_host

Machine Learning Predicts Human-adaptative Influenza A Viruses Based on Viral Nucleotide Composition

prml icon prml

Python implementations (on jupyter notebook) of algorithms described in the book "PRML"

proxylessnas icon proxylessnas

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware

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