Become a cracked AI/ML researcher/engineer with this unconventional textbook covering maths, computing, and ML with intuition.

AI agents running research on single-GPU nanochat training automatically

Personaut PDK — A Python SDK for creating and simulating AI personas with emotional states, personality traits, and memory

The home for Empathetic Development tools in VS Code. Personaut is an open-source collective dedicated to bridging the gap between code and genuine user emotion. We build tools that integrate real-…

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 Winter 2020/2021

Links to slides for rstudio::conf 2020

Building an HTML Widget, a demonstration

Code and Resources for "Applied Machine Learning"

⚡ JavaScript for Shiny Users ✨

Mastering Shiny: a book

R package for easy creation of GNU Makefiles to aid a reproducible work flow for data analysis projects.

Clone to try a simple Electron app

My talk (and code) for #rstatsdc 2018 conference

PyCon 2019 Pandas Tutorial

Slide, code and data for "Applied Machine Learning" at Rstudio-conf 2019

Examples and work from Problem Solving with Algorithms and Data Structures Using Python

Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019

solutions for advent of code 2018

Methods for subgroup identification / personalized medicine / individualized treatment rules

🌙🦉 An RStudio, tmThemes, and Ace editor adaptation of @sdras' Night Owl VS Code theme…

PyTorch Tutorial (1.7)

The fastai deep learning library

Render reproducible examples of Python code for posting to GitHub or Stack Overflow (port of R package reprex)

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning …

Package for managing conda environment-based kernels inside of Jupyter

"What They Forgot to Teach You About R" website / eBook

R Interface to Python

CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017