PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis

Google Drive Public File Downloader when Curl/Wget Fails

NumPy & SciPy for GPU

A collection of projects designed to help developers quickly get started with building deployable applications using the Anthropic API

Easily and securely send things from one computer to another 🐊 📦

Automatic Speech Recognition with Speaker Diarization based on OpenAI Whisper

This repository collects all relevant resources about interpretability in LLMs

Code and results accompanying the paper "Refusal in Language Models Is Mediated by a Single Direction".

Code for reproducing our paper "Not All Language Model Features Are Linear"

Sparse autoencoders

Neuroscope:An Explainable AI Toolbox for Semantic Segmentation and Image Classification of Convolutional Neural Nets

Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).

Utilizing single-cell omics from patients tumor to predict response and resistance.

Experimental code which trains 26 linear probes to detect the presence of alphabetic letters in GPT-J token strings, given their embeddings. Exploring the resulting vector arithmetic and its impact…

Tool for training of logic models of signalling networks using prior knowledge networks and perturbation data.

GitHub Action to run pytest with GitHub Job Summaries support 🐍 🚀

Network model .json file for the Langerhans Cell (LC), Melanoma and combined models first described in Howell, Davies et al., Science Advances 2023.

MutationOrder is a tool to explore how the order in which mutations are acquired in an evolving cancer is constrained by the change in cell phenotypes that these mutations cause.

ASCETIC (Agony-baSed Cancer EvoluTion InferenCe) is a novel framework for the inference of a set of statistically significant temporal patterns involving alternations in driver genes from cancer ge…

Introduction to Computational Biology and Bioinformatics Course at Caltech, 2023

Competing Genetic Algorithm to find profitable Trading Strategies on a financial market

Github repository for the Gut-Covid project

A crude RLHF layer on top of nanoGPT with Gumbel-Softmax trick

Org Novelist is a system for writing novel-length fiction using Emacs Org mode.