Firdaus Prabowo's repositories
AcousticBEM
Boundary Element Method code for solving acoustic equations.
altair
Declarative statistical visualization library for Python
binance-to-google-sheets
Google Spreadsheets add-on to get data directly from Binance API without any intermediaries! :rocket:
CFDPython
A sequence of IPython notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/
clean-code-ml
:bathtub: Clean Code concepts adapted for machine learning and data science
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
Pure Python from-scratch zero-dependency implementation of Bitcoin for educational purposes
Deej-A.I.
Create automatic playlists by using Deep Learning to *listen* to the music
deep-image-prior
Image restoration with neural networks but without learning.
deep_learning_topology_opt
Code for paper "Self-Directed Online Machine Learning for Topology Optimization"
DeepLearningForAudioWithPython
Code and slides for the "Deep Learning (For Audio) With Python" course on TheSoundOfAI Youtube channel.
dhitools
Python tools for working with DHI MIKE21
indonesia-stock-exchange
💸 Finance for fun | Not an investment advice 💸
Instruments.jl
Instrument control in Julia
kaggle-past-solutions
A searchable compilation of Kaggle past solutions
matlab-with-python
Examples using MATLAB and Python together
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
Machine Learning Predicts Human-adaptative Influenza A Viruses Based on Viral Nucleotide Composition
PRML
Python implementations (on jupyter notebook) of algorithms described in the book "PRML"
proxylessnas
[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware
Python-3-Object-Oriented-Programming-Third-Edition
Python 3 Object-Oriented Programming – Third Edition, published by Packt
python-patterns
A collection of design patterns/idioms in Python
python3-LTspice
a tool to use LTspice from python
scientific_python_cheat_sheet
simple overview of python, numpy, scipy, matplotlib functions that are useful for scientific work
simwave
Simulates the propagation of the acoustic wave using the finite difference method in 2D and 3D domains.
WhirlwindTourOfPython
The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"