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2019-cs109a

https://harvard-iacs.github.io/2019-CS109A/

2020-cs109a

aml-london-2019

Course materials for Applied Machine Learning course in 2019 in London

annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

aper

Code and examples for the book "Analysis and Presentation of Experimental Results"

awesome-earthobservation-code

curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!

awesome-open-geoscience

Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome

awesome-pandas

A collection of resources for pandas (Python) and related subjects.

bioinformatics

:microscope: Path to a free self-taught education in Bioinformatics!

book

Book resources for Beyond Spreadsheets with R

booster_bootcamp

Intro to Python bootcamp at Booster Total, Paris, June 9, 2017

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

coridon

Config files for my GitHub profile.

datasciencecourse

This holds iPython notebooks and lecture slides for the Intro to Data Science Master's course I teach at NYU.

deep-learning-a-visual-approach

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

deepmleet

geemap

A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets

geocompr

Open source book: Geocomputation with R

geostats

Introduction to statistics for (geo)scientists

hafniumplotter

Bivariate kernel density estimate plotter created for Sundell et al. (2019) in Andean Tectonics

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

isoplotr

An alternative to Isoplot written in R

kdepy

Kernel Density Estimation in Python

latools

Tools for the reproducible reduction of LA-ICPMS data.

learnjava5e

Code examples for Learning Java, 5e by Marc Loy, Patrick Niemeyer, and Daniel Leuck

llm101n

LLM101n: Let's build a Storyteller

modeling-uncertainty-in-the-earth-sciences

teaching material for the book "Modeling Uncertainty in the Earth Sciences", Jef Caers, 2011.

mtex

MTEX is a free Matlab toolbox for quantitative texture analysis. Homepage:

palmerpenguins

A great intro dataset for data exploration & visualization (alternative to iris).