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-analysis-recipes
A collection of Bayesian data analysis recipes using PyMC3
ericmjl/essays-on-data-science
In which I put together my thoughts on the practice of data science.
ericmjl/dl-workshop
Crash course to master gradient-based machine learning. Also secretly a JAX course in disguise!
ericmjl/score-models
In which I learn about score functions and how they can be used to generate data.
ericmjl/resume
Building a resume using nothing but YAML files and Python. A prototype.
ericmjl/dotfiles
my dotfiles
ericmjl/pixi-cuda-environment
Test repo for building Docker container that contains CUDA stuff inside it.
ericmjl/best-resume-ever
:necktie: :briefcase: Build fast :rocket: and easy multiple beautiful resumes and create your best CV ever! Made with Vue and LESS.
ericmjl/awesome-jax
JAX - A curated list of resources https://github.com/google/jax
ericmjl/big-data-tutorial
🧑🏫 Practical guide to big data analysis, with Python
ericmjl/ngboost
Natural Gradient Boosting for Probabilistic Prediction
ericmjl/ds-team-success-factors
For SLAS 2024.
ericmjl/how-llms-can-accelerate-data-science
My talk at BioIT World 2024.
ericmjl/quarto-scipy24-exercises
ericmjl/awesome-mlops
A curated list of references for MLOps
ericmjl/foster-open-source-culture
SciPy 2024 Talk: How to foster an open source culture in your data science team
ericmjl/pydna
Double stranded DNA & simulation of homologous recombination, Gibson assembly, cut&paste cloning in Python and Jupyter notebooks
ericmjl/webp-pre-commit
WebP pre-commit hook
ericmjl/balena-sound
Build a Bluetooth audio streamer for any audio device using a Raspberry Pi
ericmjl/data-science-in-biotech-research
Hands-off tutorial at ODSC East 2024.
ericmjl/dokku-http-auth
BETA: dokku plugin that gives the ability to manage HTTP basic auth for an application
ericmjl/ensure-cuda
A small utility to ensure that one's LD_LIBRARY_PATH is set correctly at runtime.
ericmjl/interrogate
Explain yourself! Interrogate a codebase for docstring coverage.
ericmjl/Moelf
ericmjl/notion-py
Unofficial Python API client for Notion.so
ericmjl/openfold
Trainable PyTorch reproduction of AlphaFold 2
ericmjl/protein-reference-free-analysis
ericmjl/python-hacking
In which I try out all sorts of Python hacks.
ericmjl/scipy-2024-anywidget
SciPy 2024
ericmjl/tiny-essay-editor
simple markdown editor w inline comments, on latest automerge stack