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Zimtohrli is a psychoacoustic perceptual metric that quantifies the human observable difference in two audio signals in the proximity of just-noticeable-differences. In this project we study the psychological and physiological responses associated with sound, to create a new more accurate model for measuring human-subjective similarity between sounds. The main focus will be on just-noticeable-diff
盆 ("pen", tray) 栽 ("zai", planting) - an ancient Chinese art of forming trees and landscapes in miniature, also called penjing and an ancestor of the Japanese art of bonsai. Penzai is a JAX library for writing models as legible, functional pytree data structures, along with tools for visualizing, modifying, and analyzing them. Penzai focuses on making it easy to do stuff with models after they hav
Magika is a novel AI powered file type detection tool that relies on the recent advance of deep learning to provide accurate detection. Under the hood, Magika employs a custom, highly optimized Keras model that only weighs about 1MB, and enables precise file identification within milliseconds, even when running on a single CPU. In an evaluation with over 1M files and over 100 content types (coveri
Orbit, the Open Runtime Binary Instrumentation Tool is a standalone native application profiler for Windows and Linux. It supports native applications written in languages such as C, C++, Rust, or Go. Its main purpose is to help developers identify the performance bottlenecks of a complex application. Orbit can be also used to visualize the execution flow of such applications. The key differentiat
This project includes some tools by the Google Graph Mining team, namely in-memory clustering. Our tools can be used for solving data mining and machine learning problems that either inherently have a graph structure or can be formalized as graph problems. For more information, see our NeurIPS'20 workshop. Among others, this repository contains shared memory parallel clustering algorithms which sc
Typograms (short for typographic diagrams) is a lightweight image format (text/typogram) useful for defining simple diagrams in technical documentation, originally developed here. See it in action here: https://google.github.io/typograms/ Like markdown, typograms is heavily inspired by pre-existing conventions found in ASCII diagrams. A small set of primitives and rules to connect them is defined,
Apps Script in IDE (ASIDE) supports modern, robust and scalable Apps Script development by providing a framework for a local coding environment capable of formatting, linting, testing and much more. Here are the main features: TypeScript Write your code in TypeScript. It will be automatically compiled and bundled when deploying Formatting / Linting Leverage the power of ESLint and Prettier to enfo
CPUs provide SIMD/vector instructions that apply the same operation to multiple data items. This can reduce energy usage e.g. fivefold because fewer instructions are executed. We also often see 5-10x speedups. Highway makes SIMD/vector programming practical and workable according to these guiding principles: Does what you expect: Highway is a C++ library with carefully-chosen functions that map we
CDC File Transfer Born from the ashes of Stadia, this repository contains tools for syncing and streaming files from Windows to Windows or Linux. The tools are based on Content Defined Chunking (CDC), in particular FastCDC, to split up files into chunks. History At Stadia, game developers had access to Linux cloud instances to run games. Most developers wrote their games on Windows, though. Theref
A (thoroughly) parallelized experimental Rust vector-graphics renderer with both a software (CPU) and hardware (GPU) back-end having the following goals, in this order: Portability; supporting Fuchsia, Linux, macOS, Windows, Android & iOS. Performance; making use of compute-focused pipeline that is highly parallelized both at the instruction-level and the thread-level. Simplicity; implementing an
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