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ericmjl

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Find more about me at my personal website.

Funding Links: https://github.com/sponsors/ericmjl

GitHub Sponsors Profile

I am creating open source teaching material for data scientists, covering tutorials on Bayesian statistics, deep learning, network science, and software skills. Come check out my profile on GitHub and my personal website.

Featured Works

ericmjl/Network-Analysis-Made-Simple

An introduction to network analysis and applied graph theory using Python and NetworkX

Language: Jupyter Notebook - Stars: 1055
ericmjl/bayesian-stats-modelling-tutorial

How to do Bayesian statistical modelling using numpy and PyMC3

Language: Jupyter Notebook - Stars: 663
ericmjl/dl-workshop

Crash course to master gradient-based machine learning. Also secretly a JAX course in disguise!

Language: Jupyter Notebook - Stars: 224
ericmjl/bayesian-analysis-recipes

A collection of Bayesian data analysis recipes using PyMC3

Language: Jupyter Notebook - Stars: 557
ericmjl/bayesian-deep-learning-demystified

In which I try to demystify the fundamental concepts behind Bayesian deep learning.

Language: CSS - Stars: 123
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