METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)

Controllability-Aware Unsupervised Skill Discovery (ICML 2023)

Obsidian Plugin to let the user run custom Python scripts

Code for the paper "Pretraining task diversity and the emergence of non-Bayesian in-context learning for regression"

Simple project page template for your research paper, built with Astro and Tailwind CSS

Agustinus' very opiniated publication-ready plotting library

Path-SGD: Path-Normalized Optimization in Deep Neural Networks

A big collection of useful questions to ask potential employers.

Randomized Positional Encodings Boost Length Generalization of Transformers

Retrieve author and publication information from Google Scholar in a friendly, Pythonic way without having to worry about CAPTCHAs!

Grouped Causal Representation Learning (G-CaRL)

VAEs and nonlinear ICA: a unifying framework

Structured Neural Networks

Efficiently learn graphs with a Differentiable Adjacency Test (DAT).

Learning Causal Abstractions of Linear Structural Causal Models

Official repository of the xLSTM.

The simplest, fastest repository for training/finetuning medium-sized GPTs.

Meta-Learning for Compositionality (MLC) for modeling human behavior

Tutorial: PyTorch Modules on the hook