Philipp Rudiger's repositories
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
scikit-plot
An intuitive library to add plotting functionality to scikit-learn objects.
bokeh-app-uk-road-accidents-viz
An interactive web application tool that enables big data visualization of the 136k+ UK Road Accidents reported during 2016.
bokehplots.com
Source code for bokeh landing site.
dashboards_server
Server that runs and renders Jupyter notebooks as interactive dashboards
cartopy
Cartopy - a cartographic python library with matplotlib support
datasets
Index of interesting datasets
ipywidgets
IPython widgets for the Jupyter Notebook
iris
A powerful, easy to use, and community-driven Python library for analysing and visualising meteorological and oceanographic data sets.
jupyter-js-services
Javascript client for the Jupyter services REST APIs
keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.
lancet
Launch jobs, organize the output, and dissect the results
matplotlib
matplotlib: plotting with Python
meetups
PyData Edinburgh Monthly Meetup Materials
mpld3
D3 Renderings of Matplotlib Graphics
pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
PhDThesis-Code
Code and notebooks used to generate my PhD thesis figures
TensorFlow-Examples
TensorFlow tutorials and code examples for beginners
tensorflow-wavenet
A TensorFlow implementation of DeepMind's WaveNet paper
topographica
A general-purpose neural simulator focusing on topographic maps.