The textbook Computational and Inferential Thinking: The Foundations of Data Science

Contents of inferentialthinking.com

by ex-googlers, for ex-googlers - a lookup table of similar tech & services

Simple, unified interface to multiple Generative AI providers

Python programs, usually short, of considerable difficulty, to perfect particular skills.

LLM training in simple, raw C/CUDA

From the Tensor to Stable Diffusion, a rough outline for a 1 week course.

A series of short examples using the OpenAI SDK

A natural language interface for computers

Computational Discovery on Jupyter Open Educational Resource by Neil J. Calkin, Eunice Y. S. Chan, and Robert M. Corless

monorepo for personal projects, experiments, ..

A BERT that you can train on a (gaming) laptop.

A curated list of modern Generative Artificial Intelligence projects and services

Jupyter notebooks for the Natural Language Processing with Transformers book

ML algorithms in depth

All Algorithms implemented in Python

a futureproof crossword corpus toolset

Code for A Programmer's Introduction to Mathematics

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

Sunfish: a Python Chess Engine in 111 lines of code

A reimplementation of "The Lottery Ticket Hypothesis" (Frankle and Carbin) on MNIST.

An Open Source Machine Learning Framework for Everyone

Critical Mass Modula-3

Best practice and tips & tricks to write scientific papers in LaTeX, with figures generated in Python or Matlab.

A simple Prolog Interpreter written in a few lines of Python 3. It runs a limited subset of Prolog and uses backtracking and generators in order to perform its magic.

Performs string manipulation tasks by learning from the provided example(s), instead of having to program them out explicitly.

Latex code for making neural networks diagrams

😱 Falsehoods Programmers Believe in

high-performance graph database for real-time use cases

Formerly known as code.google.com/p/1-billion-word-language-modeling-benchmark