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/bayesian-stats-modelling-tutorial
How to do Bayesian statistical modelling using numpy and PyMC3
ericmjl/causality
In which I play with the ideas surrounding causality
ericmjl/Circos
ericmjl/pyflatten
A utility for flattening nested data structures into an array.
ericmjl/what-are-probability-distributions
PyCon 2020 Talk on "what probability distributions are"
ericmjl/software-testing-open-source-and-data-science
Software Testing in Open Source and Data Science: A talk delivered at the Data Umbrella speaker series
ericmjl/blog-assistant
My personal blogging assistant, built on top of llamabot and GPT4.
ericmjl/causality-1
Tools for causal analysis
ericmjl/pandas_flavor
The easy way to write your own flavor of Pandas
ericmjl/imgdisplay
A Python command-line app for displaying photos as a slideshow in a directory.
ericmjl/latexbeamer-handoutWithNotes
Create Handouts with notes from your Latexbeamer presentation
ericmjl/pandera
A light-weight, flexible, and expressive pandas data validation library
ericmjl/polcart
A small utility for converting between polar and cartesian units.
ericmjl/airtable.py
Python interface to the Airtable's REST API
ericmjl/bounter
Efficient Counter that uses a limited (bounded) amount of memory regardless of data size.
ericmjl/Complexity-Science
ericmjl/Firearm_Detection
My project at Insight to identify a firearm discharge from other environmental sounds.
ericmjl/genomic-surveillance-dashboard
A dashboard for making predictions on new genome sequences.
ericmjl/lektor-markdown-header-anchors
Adds support for anchors and table of contents to Markdown.
ericmjl/mesa
Mesa is an agent-based modeling framework in Python
ericmjl/mknotebooks
A plugin for mkdocs to help you include Jupyter notebooks in your projects
ericmjl/oauth-tutorial
Like GitHub Pages, but you choose who can see it without usernames & passwords.
ericmjl/panel-oauth-test
Testing out Panel's OAuth
ericmjl/pareto-front
Pareto front calculations
ericmjl/personal-automation
My personal automation repository
ericmjl/pre-commit.github.io
ericmjl/pyprojroot
Finding project directories in Python (data science) projects, just like there R rprojroot and here packages
ericmjl/python-scratch
A PyScript/browser-based Python scratch space for anyone to start coding Python
ericmjl/seqlike
Unified biological sequence manipulation in Python
ericmjl/taskbook
📓 Tasks, boards & notes for the command-line habitat