LLM101n: Let's build a Storyteller

A Pythonic integration for LLMs.

Work with OpenAI's streaming API at ease with Python generators

Notebooks associated with HSGP talk

Multi-Output Gaussian Process Toolkit

A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)

workshops

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Statistical Rethinking Course for Jan-Mar 2023

Bayesian Modeling and Probabilistic Programming in Python

Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphic…

Data Efficient Decision Making

Pareto smoothed importance sampling (PSIS) and PSIS leave-one-out cross-validation for Python and Matlab/Octave

Notebooks for the "A walk with fastai2" Study Group and Lecture Series

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

A collection of work related to COVID-19

Information for using the Hoffman2 cluster at UCLA

Tools for extracting the raw optical coherence tomography (OCT) and fundus data from proprietary file formats.

ULMFiT for Genomic Sequence Data

A Deep Learning based project for colorizing and restoring old images (and video!)

Tools for diffing and merging of Jupyter notebooks.