A generative world for general-purpose robotics & embodied AI learning.

Command-line tool to inspect the difference between (the text in) two PDF files

Reasoning in Large Language Models: Papers and Resources, including Chain-of-Thought and OpenAI o1 🍓

Machine learning from scratch

InfoDiffusion: Representation Learning Using Information Maximizing Diffusion Models

Bare-bones implementations of some generative models in Jax: diffusion, normalizing flows, consistency models, flow matching, (beta)-VAEs, etc

Efficient implementations of state-of-the-art linear attention models in Pytorch and Triton

KTH Algorithm Competition Template Library (... eller KTHs AC-tillverkande lapp)

A simple pip-installable Python tool to generate your own HTML citation world map from your Google Scholar ID.

Generation of protein sequences and evolutionary alignments via discrete diffusion models

Text-based modeling of materials.

This repository contains a collection of resources and papers on GNN Models on Crystal Solid State Materials

Implementation of Alphafold 3 from Google Deepmind in Pytorch

An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

The official Meta Llama 3 GitHub site

An open-source project dedicated to build foundational large language model for natural science, mainly in physics, chemistry and material science.

Implementation for ICLR2024 Oral paper "Unified Generative Modeling of 3D Molecules with Bayesian Flow Networks"

TorchCFM: a Conditional Flow Matching library

Nature Methods: RNA foundation model (together with RhoFold)

HERMES: A software package for simultaneous topological data analysis (persistent Betti numbers) and geometric data analysis (persistent eigenvalues).

Awesome Papers About Performing Prompting On Graphs

A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.

Awesome machine learning for combinatorial optimization papers.

A curated list of resources for graph prompting methods

SALMONN: Speech Audio Language Music Open Neural Network

A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery (EMNLP'24)