Will Dean's Projects
Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.
Exploratory analysis of Bayesian models with Python
BAyesian Model-Building Interface (Bambi) in Python.
This library is a spinoff from folium, that would host the non-map-specific features.
cards for learning new things
A Python package for causal inference in quasi-experimental settings
Bayesian Conjugate Models in Python
Python Client for Chicago Transit Authority
dotfiles for various machines
Python Data. Leaflet.js Maps.
Formulas for mixed-effects models in Python
Analyze data on hyrox athletes
Analyze and model weekly calendar distributions using latent components
Python Client for Lyft Bike Sharing Data
Contains companion code for the Mutual Information YouTube channel
Edit and review GitHub issues and pull requests from the comfort of your favorite editor
Statistical Bootstrap in Pandas
Command Line tool for quick project navigation
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara
Examples of PyMC models, including a library of Jupyter notebooks.
Bayesian marketing toolbox in PyMC. Media Mix, CLV models and more.
PyPika is a python SQL query builder that exposes the full richness of the SQL language using a syntax that reflects the resulting query. PyPika excels at all sorts of SQL queries but is especially useful for data analysis.
PyTensor is a fork of Aesara -- a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.
Quickly create data science project directory
scikit-learn: machine learning in Python
Command Line note management tool
Config files for my GitHub profile.
Personal Website
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent