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/Network-Analysis-Made-Simple
An introduction to network analysis and applied graph theory using Python and NetworkX
ericmjl/llamabot
Pythonic class-based interface to LLMs
ericmjl/protein-interaction-network
Computes a molecular graph for protein structures.
ericmjl/minimal-flask-example
The simplest complex example that I can think of to show main Flask app concepts.
ericmjl/pyds-cli
Helping you manage your data science projects sanely.
ericmjl/ericmjl.github.io
For my actual source repo, please go to https://github.com/ericmjl/website
ericmjl/website
Eric Ma's Personal Website
ericmjl/cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
ericmjl/foam
A personal knowledge management and sharing system for VSCode
ericmjl/worship-manager
Open source software for worship coordinators and leaders.
ericmjl/awesome-jax
JAX - A curated list of resources https://github.com/google/jax
ericmjl/awesome-mlops
A curated list of references for MLOps
ericmjl/litellm
Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate (100+ LLMs)
ericmjl/llama_index
LlamaIndex (GPT Index) is a data framework for your LLM applications
ericmjl/pydna
Double stranded DNA & simulation of homologous recombination, Gibson assembly, cut&paste cloning in Python and Jupyter notebooks
ericmjl/pytest-regressions
Pytest plugin for regression testing: https://pytest-regressions.readthedocs.io
ericmjl/staged-recipes
A place to submit conda recipes before they become fully fledged conda-forge feedstocks
ericmjl/cachier
Persistent, stale-free, local and cross-machine caching for Python functions.
ericmjl/DendroPy
A Python library for phylogenetic scripting, simulation, data processing and manipulation.
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/langchain
⚡ Building applications with LLMs through composability ⚡
ericmjl/Moelf
ericmjl/notion-py
Unofficial Python API client for Notion.so
ericmjl/openfold
Trainable PyTorch reproduction of AlphaFold 2
ericmjl/pyjanitor-feedstock
A conda-smithy repository for pyjanitor.
ericmjl/pyscript
ericmjl/pytest-datadir
pytest plugin for manipulating test data directories and files
ericmjl/python-hacking
In which I try out all sorts of Python hacks.
ericmjl/tiny-essay-editor
simple markdown editor w inline comments, on latest automerge stack