Hendra Bunyamin's starred repositories
rbioinfcookbook
Data package to accompany the R Bioinformatics Cookbook 2nd Ed
RbyExampleSupp
Supplements for the book "R by Example"
RbyExample
Data for the Book "R by Example"
Deep-Learning-A-Visual-Approach
All of the figures and notebooks for my deep learning book, for free!
mimic-code
MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases
MCMC-Sample-Codes
Code for simple Markov Chain Monte Carlo simulations, for beginners
mistat-code-solutions
Code repository for "Modern Statistics: A Computer Based Approach with Python" and "Industrial Statistics: A Computer Based Approach with Python"
Causal-Inference-and-Discovery-in-Python
Causal Inference and Discovery in Python by Packt Publishing
Machine-Learning-the-Voltage-Capacity-and-Energy-density-of-Electrode-Materials
Applying machine learning to electrodes found in materialsproject.com and adding other features that can be calculated from data found in the database, or other "easy to acquire" sources. This was my masters' project and is now a "for fun" project where I test different machine learning approaches where I have a lot of in-depth knowledge on the data.
data-resources-for-materials-science
A list of databases, datasets and books/handbooks where you can find materials properties for machine learning applications.
Pandas-Cookbook-Second-Edition-Bunyamin-Tjho
Pandas Cookbook Second Edition, published by Packt
Pandas-Cookbook-Second-Edition
Pandas Cookbook Second Edition, published by Packt
Pandas-Cookbook
Pandas Cookbook, published by Packt
ultimate-beamer-theme-list
A collection of Beamer themes from the community
course-sml-public
Course material for 1RT700 Statistical Machine Learning
coursera-ml-py
Python programming assignments for Machine Learning by Prof. Andrew Ng in Coursera
ai-for-healthcare-keras-tensorflow-2.0
Source Code for 'AI for Healthcare with Keras and Tensorflow 2.0' by Anshik Bansal