Discover springcoil/modernbayesianworkflow Open Source project

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Jupyter Notebook
License
MIT License
Created about 6 years ago
Updated almost 6 years ago

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An example of Modern Bayesian Workflow

probabilisticprogrammingprimer

Jupyter Notebook

PyDataLondonTutorial

Jupyter Notebook

TutorialPyMCRugby

My Tutorial for PyData London

HTML

advanced_pymc3

A talk illustrating some of the Advanced features of PyMC3

Jupyter Notebook

Probabilistic_Programming_and_Rugby

This is the slides from my upcoming talk in Luxembourg. This will be the test for my PyData talk in Berlin and will influence any tutorials i give

HTML

pydataamsterdamkeynote

My files and stuff for the PyData Amsterdam keynote

Jupyter Notebook

pydataprobprog

ProbabilisticProgrammingPrimer for PyData London

Jupyter Notebook

Inside_AirBnb_Hacks

Using data from Inside Airbnb I hacked together some examples using NLP and Machine Learning

Bayesian_Examples_PyMC3

A collection of notes and examples of Bayesian Modelling with some other statistical notes

pydata_exploration

A collection of work on the pydata ecosystem

Google_Flu_Trends_ARIMA

Based on a tutorial online

simple_text_analysis_api

A terribly simple API for text analysis written in Bottle and with Textblob

Jupyter Notebook

Topological-Quantum-Computation

Topological Quantum Computation

pandas_fu

vagrant-try-luigi

A Vagrant powered environment to try Spotify's Luigi workflow engine with minimal effort.

Python

Options_Pricing

Options Pricing experiment

Python

scalable_ml

Scalable Machine Learning - based on Mikio Braun's videos

Scala

Masters-files

Python

Doing_Some_Data_Science

imagesimilaritydatabase

Image Similarity Database

springcoil/modernbayesianworkflow

springcoil

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