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2014_fall_astr599

Content for my Astronomy 599 / Applied Math 500 Course: Intro to scientific computing in Python

2015

PyCon 2015 - Wiki & Tasks

adi

ARM Data Integrator

altair

Declarative statistical visualization library for Python

awesome-r

A curated list of awesome R packages, frameworks and software.

bayesian-modelling-in-python

A python tutorial on bayesian modeling techniques (PyMC3)

bcolz

A columnar data container that can be compressed.

beaker-notebook

Web-based, polyglot research platform.

charite-seminar-2018-03-28

Showcase of R within one hour :-)

compstats

Code for a workshop on statistical interference using computational methods in Python.

computational-methods-in-earth-sciences

Course taught at the University of Potsdam covering Python programming skills, working with data sets, and finite difference methods

content

Official content for Harvard CS109

cookbook-code

Recipes of the IPython Cookbook, the definitive guide to high-performance scientific computing and data science in Python

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

creating-maps-in-r

Introductory tutorial on graphical display of geographical information in R.

data-science-45min-intros

Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques

data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

datasciencespecialization.github.io

http://DataScienceSpecialization.github.io

datasharing

The Leek group guide to data sharing

dgoev19

Jahrestagung der Gesellschaft für orale Epidemiologie und Versorgungsforschung (DGoEV), 2019

diplomado-internacional-girh

Metodología para análisis de anomalías mensuales de precipitación usando Python

django-leaflet-geojson

djangogirls

Website for DjangoGirls.org

eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

feather

Feather: fast, interoperable binary data frame storage for Python, R, and more powered by Apache Arrow

fiona

Fiona is OGR's neat, nimble, no-nonsense API

flopy

A Python package to create, run, and post-process MODFLOW-based models.

floweaver

View flow data as Sankey diagrams

folium

Python Data. Leaflet.js Maps.

geojsonlint.com

A simple Django app to validate your GeoJSON