High accuracy RAG for answering questions from scientific documents with citations

Physical Symbolic Optimization

LLM101n: Let's build a Storyteller

This has been forked from the original Summer School for the MesoAmerican Workshop in Tuxtla Gutierrez, November 2017

Making DESI data freely and easily accessible with AWS and Docker

Tools for measuring Intrinsic Alignments in spectroscopic data

Robust linear mixed effects model

Kolmogorov Arnold Networks

SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2…

Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics

🎓 无需编写任何代码即可轻松创建漂亮的学术网站 Easily create a beautiful academic résumé or educational website using Hugo and GitHub. No code.

👥 轻松创建研究组或组织网站 Easily create a stunning Research Group, Team, or Business Website with no-code

Colormaps for astronomers

The boundary of neural network trainability is fractal

A simple printable calendar with the full year on a single page

Python Dynamic Mode Decomposition

Transformer-guided diffusion for galaxy clustering. Code repository associated with https://arxiv.org/abs/2311.17141

Variational Diffusion Model for Dark Matter Density reconstruction

Simple Gaussian Random Field generator and naive Power/Bi spectrum estimator

🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps

Collection of notebooks and scripts with science use cases

Fisher forecasting code for Large Scale Structure surveys using Lagrangian Perturbation Theory.

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Cosmological Data Compression and Inference with Self-Supervised Machine Learning

Interact with your documents using the power of GPT, 100% privately, no data leaks

Interact privately with your documents using the power of GPT, 100% privately, no data leaks