A JupyterHub service that lets users check their current storage quota and usage, with compute quota support planned for the future.

Sub-millisecond VM sandboxes for AI agents via copy-on-write forking

Low-level unprivileged sandboxing tool used by Flatpak and similar projects

Hundreds of models & providers. One command to find what runs on your hardware.

Visualize Your Ideas With Code

Mathematical animations for the web — Manim in TypeScript

Claude skills I'm experimenting with. Please review carefully before use.

generate release PRs based on the conventionalcommits.org spec

A lightweight sandboxing tool for enforcing filesystem and network restrictions on arbitrary processes at the OS level, without requiring a container.

Python library for the Tessera embeddings

[CVPR26] TESSERA is a foundation model that can process time-series satellite imagery for applications such as land classification and canopy height prediction. Developed at the University of Cambr…

VIP cheatsheet for Stanford's CME 295 Transformers and Large Language Models

NanoGPT (124M) in 2 minutes

In-cluster NFS server for JupyterHub home directories with usage quota enforcement

🛡️A resilient, high-performance asynchronous connection pool layer for SQLite, designed for efficient and scalable database operations.

Backlog.md - A tool for managing project collaboration between humans and AI Agents in a git ecosystem

Unified Policy as Code

Hypernetworks that adapt LLMs for specific benchmark tasks using only textual task description as the input

A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.

Experimental multiplayer demo for QGIS

Get the main content of any page as Markdown.

Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line …

Kill processes attempting to mine cryptocurrency on your k8s cluster

Infrastructure for configuring and deploying our community JupyterHubs.

Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

Tiny data-over-sound library

Experimental tools to backdoor large language models by re-writing their system prompts at a raw parameter level. This allows you to potentially execute offline remote code execution without runnin…

A JupyterLab gallery for presenting and downloading examples

Display GeoTIFFs and soon other types of raster on your Leaflet Map