Deep Learning

A Tensorflow based non-Euclidean deep learning framework

English | 简体中文 Why Non-Euclidean Geometry Considering these simple graph structures shown below. Nodes with same color has 2-hop distance whereas 1-hop distance between nodes with different color. Now how could we embed these structures in Euclidean space while keeping these distance unchanged? Actually perfect embedding without distortion, appearing naturally in hyperbolic (negative curvature) or spherical (positive curvature) space, is infeasible in Euclidean space [1]. As shown above, due to the high capacity of modeling complex structured data, e.g. scale-free, […]

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Stream

A python library to create multi-page Streamlit applications with ease

The Hydralit package is a wrapping and template project to combine multiple independant (or somewhat dependant) Streamlit applications into a multi-page application. Currently the project implements a host application HydraApp and each child application simply needs to be a class deriving from the HydraHeadApp class and implement a single, simple method, run(). When converting existing applications, you can effectively put all the existing code inside the run() method and create a wrapper class deriving from HydraHeadApp. Then you create the […]

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Interpreter

Neovim integration for Google Keep built using gkeepapi

Neovim integration for Google Keep, built using gkeepapi Requirements Neovim 0.5 Python 3.6+ A patched font (optional. Used for icons) Table of Contents Installation gkeep supports all the usual plugin managers Packer require(‘packer’).startup(function() use {‘stevearc/gkeep.nvim’, run = ‘:UpdateRemotePlugins’} end) Paq require “paq” { {‘stevearc/gkeep.nvim’, run = vim.fn[‘remote#host#UpdateRemotePlugins’]}; } vim-plug

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Simulation

Monopoly simulator with python

Original creator: Games Computer Play config.py allows dynamic variable loadingIt is more versitle than .env files example: log=True # disables override logs if False (default True) showMap=True # overrides the showmap=False option in the main file Powershell:get-content log.txt -wait -tail 30 Bash:tail log.txt -f Copyright Copyright (C) 2021 gamescomputersplay and nopeless All code is licensed under GPL-3.0-or-later. That is, the GNU General Public License, either version 3, or (at your option) any later version. The

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Google

Gcp-doctor: a command-line diagnostics tool for GCP customers

gcp-doctor is a command-line diagnostics tool for GCP customers. It finds and helps to fix common issues in Google Cloud Platform projects. It is used to test projects against a wide range of best-practices and frequent mistakes, based on the troubleshooting experience of the Google Cloud Support team. gcp-doctor is open-source and contributions are welcome! Note that this is not an officially supported Google product, but a community effort. The Google Cloud Support team maintains this code and we do […]

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Algorithms

Sequential Model-based Algorithm Configuration

Copyright (C) 2016-2018 AutoML Group Attention: This package is a reimplementation of the original SMAC tool (see reference below). However, the reimplementation slightly differs from the original SMAC. For comparisons against the original SMAC, we refer to a stable release of SMAC (v2) in Java which can be found here. The documentation can be found here. Status for master branch: Status for the development branch SMAC is a tool for algorithm configuration to optimize the parameters of arbitrary algorithms across […]

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