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big-data-resources

blog

This repository contains codes for all of my blog posts since March 11 2015.

causal-model

Learn and Practice

deep_learning_for_biologists_with_keras

tutorials made for biologists to learn deep learning

detectree2

Python package for automatic tree crown delineation based on Mask R-CNN

ebookmlcb

ebook Machine Learning cơ bản

eo-learn

Earth observation processing framework for machine learning in Python

example-models

Example models for Stan

haiyan_typhoon

R script to create an animation of the Haiyan typhoon from its track

latextools

LaTeX plugin for Sublime Text 2 and 3

machine-learning-with-python-cookbook-notes

(Part of) Chris Albon's Machine Learning with Python Cookbook in .ipynb form

ml-from-scratch

All the ML algorithms, ML models are coded from scratch by pure Python/Numpy with the Math under the hood. It works well on CPU.

ml_project_template

Machine Learning Project Template - Ready to production

mlpipeline

open-geo-tutorial

Tutorial of fundamental remote sensing and GIS methodologies using open source software in python

pca-vs-pls

Research compendium for "Using the right tool for the job: understanding the difference between unsupervised and supervised analyses of multivariate ecological data."

phylogeographer

CTMC-based phylogeography simulator

r-arcgis-tutorials

r-bridge

Bridge library to connect ArcGIS and R, including arcgisbinding R library.

red_river

Python and R code for bias correction and empirical-statistical downscaling of GCM projections for the Red River basin in Vietnam.

rmd_pdf_examples

Examples of use of rmarkdown for creating pdf-files

roc_curve_article

spectral-indices-and-plant-traits

Calculate spectral indices and estimate plant functional traits from the derived indices

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

the-art-of-linear-algebra

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

vietnam_crc_microbiome