juanitorduz

btsa

Berlin Time Series Analysis Repository

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

geomstats

Computations and statistics on manifolds with geometric structures.

interpretable-ml-book

Book about interpretable machine learning

lightweight_mmm

pyfixest

Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax

pymc

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara

pymc-examples

Examples of PyMC3 models, including a library of Jupyter notebooks.

sktime

A unified framework for machine learning with time series

ssm_book_club

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.

juanitorduz

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

pymc-bart

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