ptigas

MiniGPT-4

Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)

AudioLDM

AudioLDM: Generate speech, sound effects, music and beyond, with text.

hyperDB

A hyper-fast local vector database for use with LLM Agents. Now accepting SAFEs at $135M cap.

swissgl

SwissGL is a minimalistic wrapper on top of WebGL2 JS API. It's designed to reduce the amount of boilerplate code required to manage GLSL shaders, textures and framebuffers when making procedural visualizations or simulations.

fortuna

A Library for Uncertainty Quantification.

ssm

Bayesian learning and inference for state space models

bayesian-neural-network-blogpost

Building a Bayesian deep learning classifier

neutone_sdk

Join the community on Discord for more discussions around Neutone! https://discord.gg/VHSMzb8Wqp

SpeedyWeather.jl

Play atmospheric modelling like it's LEGO.

glsl-noise

webgl-noise shaders ported to work with glslify

uss

This is the PyTorch implementation of the Universal Source Separation with Weakly labelled Data.

BayesFlow

A Python library for amortized Bayesian workflows using generative neural networks.

algovivo

An energy-based formulation for soft-bodied virtual creatures

fft-image-experiments

Experiments with applying Fourier transofrms to various plane-filling curves and patterns

gflownet

GFlowNet library specialized for graph & molecular data

latex-makefile

A Makefile for LaTeX - drop it in, type make, and magic happens.

search-bookmarks-history-and-tabs

Browser extension to search and navigate browser tabs, local bookmarks and history.

RatInABox

A python package for simulating 2D motion in continuous environment and spatial cell types (e.g. place cell).

movement_primitives

Dynamical movement primitives (DMPs), probabilistic movement primitives (ProMPs), and spatially coupled bimanual DMPs for imitation learning.

BIMT

Brain-Inspired Modular Training (BIMT), a method for making neural networks more modular and interpretable.

msprior

chatgpt-document-extraction

A proof of concept tool for using ChatGPT to transform messy text documents into structured JSON

openai_tools

Growing collection of scripts to summarize the scientific literature using large-language models like ChatGPT.

md-agent

Molecular dynamics simulations with an LLM agent

rebayes

Recursive Bayesian Estimation (Sequential / Online Inference)

dyn-gfn

DynGFN: Bayesian Dynamic Causal Discovery using Generative Flow Networks

sbi-lecture-mit

Notebook to go along with a lecture for the MIT course 8.16: Data Science in Physics on neural simulation-based inference.

spartan

Spartan is an algorithm for training sparse neural network models. This repository accompanies the paper "Spartan Differentiable Sparsity via Regularized Transportation" (NeurIPS 2022).

DiffCBED

lindenmaker

Low-poly tree generation in OpenGL using L-Systems