Pinned Repositories
bayesian-analysis-recipes
A collection of Bayesian data analysis recipes using PyMC3
bayesian-deep-learning-demystified
In which I try to demystify the fundamental concepts behind Bayesian deep learning.
bayesian-stats-modelling-tutorial
How to do Bayesian statistical modelling using numpy and PyMC3
dl-workshop
Crash course to master gradient-based machine learning. Also secretly a JAX course in disguise!
essays-on-data-science
In which I put together my thoughts on the practice of data science.
llamabot
Pythonic class-based interface to LLMs
Network-Analysis-Made-Simple
An introduction to network analysis and applied graph theory using Python and NetworkX
nxviz
Visualization Package for NetworkX
pyjanitor
Clean APIs for data cleaning. Python implementation of R package Janitor
ericmjl's Repositories
ericmjl/data-testing-tutorial
A short tutorial for data scientists on how to write tests for code + data.
ericmjl/minimal-streamlit-example
A minimal example of how to use streamlit on Heroku
ericmjl/conda-envs
My conda environment YAML files
ericmjl/fundl
A pedagogical, functional-oriented deep learning library built on top of jax.
ericmjl/minimal-panel-app
A pedagogical implementation of panel apps served up on a remote machine.
ericmjl/graph-deep-learning-demystified
An attempt at demystifying graph deep learning
ericmjl/principled-ds-workflow
Delivered at PyData Boston on 21 July 2020
ericmjl/internet-monitor
A Streamlit app that monitors internet locally
ericmjl/pymc4
A high-level probabilistic programming interface for TensorFlow Probability
ericmjl/blackjax
BlackJAX is a sampling library designed for ease of use, speed and modularity.
ericmjl/cookiecutter-data-project
Opinionated and personalized cookie-cutter data project template
ericmjl/nbcommands
Unix commands for Jupyter notebooks!
ericmjl/reveal-nord-theme
A personal implementation of the Nord theme + other slide utilities for reveal.js slides.
ericmjl/devcontainer-base
My personal base dev container for use in VSCode.
ericmjl/dl-containers
A short benchmarking exercise with differential computing packages
ericmjl/drosha-gnn
Development of a model to interpretably predict cleavage of miRNA by DROSHA.
ericmjl/esmjax
A reimplementation of the ESM family of protein language models in Haiku/JAX
ericmjl/hiveplot-feedstock
A conda-smithy repository for hiveplot.
ericmjl/icml18-jtnn
ericmjl/infiniteremixer
Create infinite remixes intelligently patching together groups of songs
ericmjl/interactive_mpl_tutorial
ericmjl/justcharts
Just charts. Really.
ericmjl/lettersmith_py
Python tools for static site generation
ericmjl/mkdocs-testdrive
Test-driving mkdocs with mknotebooks and mkdocstrings
ericmjl/obsidian-lettersmith
ericmjl/pareto-front
Pareto front calculations
ericmjl/sofi
an OS agnostic UI module for Python
ericmjl/solid-octo-guac
dummy-repo to test auto releases
ericmjl/starter-hugo-project-documentation
ericmjl/wwtd
WWTD: Travis simulator - faster + no more waiting for build emails