PyTorch building blocks for the OLMo ecosystem

Digitized code from MIT's 1986 SICP video lectures.

Tools for plotting WandB and CometML graphs

Drop-in replacements for Python's map function

Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

An opinionated list of awesome Python frameworks, libraries, software and resources.

Modeling, training, eval, and inference code for OLMo

Functions that should be built into Go, but aren't

Experiments on the impact of depth in transformers and SSMs.

String-to-String Algorithms for Natural Language Processing

An interpreter for RASP as described in the ICML 2021 paper "Thinking Like Transformers"

An interactive exploration of Transformer programming.

Neural Networks and the Chomsky Hierarchy

functorch is JAX-like composable function transforms for PyTorch.

A conda-smithy repository for tango.

Lean 3's obsolete mathematical components library: please use mathlib4

LaTeX runes that work properly on arXiv

The entmax mapping and its loss, a family of sparse softmax alternatives.

For recording and retrieving metadata associated with ML developer and data scientist workflows.

Experiments with rational recurrences, pooling functions, and absolute values.

Lecture notes on intensional semantics by Kai von Fintel and Irene Heim

Personal library of Python utility functions.

📚 Import Bibtex publications and Jupyter Notebook blog posts into your Markdown website or book. 将Bibtex转换为Markdown网站

Codebase implementing RNN constructions that generate Dyck-(k,m)

A tool for learning vector representations of words and entities from Wikipedia

Implementation of TACAS 2021 paper, "Extrapolating CFGs from RNNs"

ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operations

A library for Hnefatafl (Viking Chess, or Tafl) that is used for move generation/validation, piece placement/movement, and game over detection. You can use it to simulate games between AI agents - …