Juan Orduz's repositories
website_projects
Repository containing the code of the projects presented in my personal website.
juanitorduz.github.io
Personal Website Dr. Juan Camilo Orduz
ml_prod_tutorial
Explore tips and tricks to deploy machine learning models with Docker.
math_deep_learning_summer_school19
This repository contains material of the BMS Summer School Mathematics of Deep Learning
python-causality-handbook
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.
twitter_analysis_21n
Twitter Analysis from the 21N protests in Colombia
algorithmic-examples
Algorithmic Marketing Models
interpretable-ml-book
Book about interpretable machine learning
pymc-examples
Examples of PyMC3 models, including a library of Jupyter notebooks.
statsmodels
Statsmodels: statistical modeling and econometrics in Python
aesara
Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.
bambi
BAyesian Model-Building Interface (Bambi) in Python.
geomstats
Computations and statistics on manifolds with geometric structures.
lifetimes
Lifetime value in Python
numpyro
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
orbit
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
probono_opendata_td
TD Reply Probono Repo
pytensor
PyTensor is a fork of Aesara -- a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.
ruff
An extremely fast Python linter and code formatter, written in Rust.
skrub
Prepping tables for machine learning
sts-jax
Structural Time Series in JAX
wolt-python-package-cookiecutter
Cookiecutter for rapidly creating modern & high-quality Python packages