Hendra Bunyamin (hbunyamin)

hbunyamin

Geek Repo

Company:Maranatha Christian University

Location:Bandung, Indonesia

Home Page:http://it.maranatha.edu/resume/hendra-bunyamin/

Twitter:@hendrabunyamin

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Hendra Bunyamin's starred repositories

rbioinfcookbook

Data package to accompany the R Bioinformatics Cookbook 2nd Ed

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renv

renv: Project environments for R.

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RbyExampleSupp

Supplements for the book "R by Example"

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RbyExample

Data for the Book "R by Example"

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scGNN

scGNN (single cell graph neural networks) for single cell clustering and imputation using graph neural networks

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Deep-Learning-A-Visual-Approach

All of the figures and notebooks for my deep learning book, for free!

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mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases

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BAP3

Figures and code examples from Bayesian Analysis with Python (third edition)

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MCMC-Sample-Codes

Code for simple Markov Chain Monte Carlo simulations, for beginners

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mistat-code-solutions

Code repository for "Modern Statistics: A Computer Based Approach with Python" and "Industrial Statistics: A Computer Based Approach with Python"

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Causal-Inference-and-Discovery-in-Python

Causal Inference and Discovery in Python by Packt Publishing

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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.

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data-resources-for-materials-science

A list of databases, datasets and books/handbooks where you can find materials properties for machine learning applications.

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udlbook

Understanding Deep Learning - Simon J.D. Prince

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Pandas-Cookbook-Second-Edition-Bunyamin-Tjho

Pandas Cookbook Second Edition, published by Packt

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Pandas-Cookbook-Second-Edition

Pandas Cookbook Second Edition, published by Packt

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Pandas-Cookbook

Pandas Cookbook, published by Packt

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PDPbox

python partial dependence plot toolbox

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auriga

Auriga is a minimalist LaTeX beamer presentation theme đź“˝

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ultimate-beamer-theme-list

A collection of Beamer themes from the community

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ciml

A Course in Machine Learning

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course-sml-public

Course material for 1RT700 Statistical Machine Learning

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coursera-ml-py

Python programming assignments for Machine Learning by Prof. Andrew Ng in Coursera

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ai-for-healthcare-keras-tensorflow-2.0

Source Code for 'AI for Healthcare with Keras and Tensorflow 2.0' by Anshik Bansal

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