A two-player game for fans of Pong and the Utah teapot!

If you round the result of every computation, then you can get exactly correct financial calculations using floating-point numbers, for realistic ranges of values.

Computer simulations are invaluable tools for scientific discovery. However, accurate simulations are often slow to execute, which limits their applicability to extensive parameter exploration, large-scale data analysis, and uncertainty quantification. A promising route to accelerate simulations by building fast emulators with machine learning requires large training datasets, which can be prohibitively expensive to obtain with slow simulations. Here we present a method based on neural architecture search to build accurate emulators even with a limited number of training data. The method successfully accelerates simulations by up to 2 billion times in 10 scientific cases including astrophysics, climate science, biogeochemistry, high energy density physics, fusion energy, and seismology, using the same super-architecture, algorithm, and hyperparameters. Our approach also inherently provides emulator uncertainty estimation, adding further confidence in their use. We anticipate this work will accelerate research involving expensive simulations, allow more extensive parameters exploration, and enable new, previously unfeasible computational discovery.

Peewee is a simple and small ORM. It has few (but expressive) concepts, making it easy to learn and intuitive to use.

Tessellate your favorite 3D surfaces (technically, 2D manifolds) with triangles, hexagons, or a number of other curated tiling types!

A space shooter game you can play in your terminal.

bandwhich is a relatively new terminal bandwidth utilization tool for Linux, *BSD and macOS, written in Rust. It shows the current network utilization by process, connection and remote IP/hostname.

A small DIY air purifier using off-the-shelf components for under $100.

Why Learn AWK?

• You are working TOO HARD
• Available EVERYWHERE
• It limits what you’re going to attempt with the language
• Language Features
• Convenience: minimized bureaucracy

In this task we will try our first approach at training a conversational model.

Asciimatics is a package to help people create full-screen text UIs (from interactive forms to ASCII animations) on any platform.

Telegra.ph is a minimalist publishing tool that allows you to create richly formatted posts and push them to the Web in just a click. Telegraph posts also get beautiful Instant View pages on Telegram.

This is a collection of common templates and documents I have been using over the years. I am tired of trying to google them every time I need them, so I just gathered them all here.

Topics are: Pitch, Vision, Strategy, Product Requirements, Technical Design, Product Opportunity Assessment, Product Vision, Run Book.

A simple, configurable, cross-platform youtube-dl wrapper for downloading and managing youtube audio (with added features).

Clearview AI devised a groundbreaking facial recognition app. You take a picture of a person, upload it and get to see public photos of that person, along with links to where those photos appeared. The system — whose backbone is a database of more than three billion images that Clearview claims to have scraped from Facebook, YouTube, Venmo and millions of other websites — goes far beyond anything ever constructed by the United States government or Silicon Valley giants.

A* algorithm visualizer written in pygame.

A gravity simulation using the runge kutter integration method.

Python development configuration for vim.

Analyses of single-cell recordings from mouse ventral tegmental area are consistent with a model of reinforcement learning in which the brain represents possible future rewards not as a single mean of stochastic outcomes, as in the canonical model, but instead as a probability distribution.

With Issue Tracking, Git Management, Pull Request, and Build Farm. Simple yet Powerful.