Computer Vision

GitHub self-hosted runner matrix build visualizations for Kubernetes

visualize-actions-matrix-builds-on-k8s This repository contains various GitHub Action workflows to trigger Matrix builds on self-hosted GitHub Action runners and visualize their outputs and pod allocations on LED matrices connected to Raspberry PI. Similar visualization scripts are also available for desktop PCs. Watch a one minute video how runners spin up based on a GitHub matrix build, wtach their pods in Kubernetes and see how they stream their work to a widget. … and another movie showing the LED matrix showing the […]

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Machine Learning

A Python package for performing pore network modeling of porous media

OpenPNM OpenPNM is a comprehensive framework for performing pore network simulations of porous materials. For more details about the package can be found in the on-line documentation To be notified of new releases click the Watch button on the Github repo page. To show your support for this project click the Star button, as we use this as a proxy for the size of our userbase when applying for funding. Installation and Requirements Preferred method The preferred way of installing […]

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Proxy

Lightweight TLS interception capable proxy server focused on Network monitoring

proxy.py Fast, Lightweight, Pluggable, TLS interception capable proxy server focused on Network monitoring, controls & Application development, testing, debugging. Fast & Scalable Scales by using all available cores on the system Threadless executions using coroutine Made to handle tens-of-thousands connections / sec # On Macbook Pro 2015 / 2.8 GHz Intel Core i7 ❯ hey -n 10000 -c 100 http://localhost:8899/ Summary: Total: 0.6157 secs Slowest: 0.1049 secs Fastest: 0.0007 secs Average: 0.0055 secs Requests/sec: 16240.5444 Total data: 800000 bytes Size/request: […]

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Advanced, Data Exploration, Data Visualization, NLP, Project, Python, Technique, Text, Unsupervised

Speed Up Text Pre Processing Using TextHero Python Library

Introduction     Natural Language Processing, typically abbreviated as NLP, is a branch of artificial intelligence that manages the connection among PCs and people utilizing the regular language. A definitive target of NLP is to peruse, unravel, comprehend, and figure out the human dialects in a way that is significant. Most NLP strategies depend on AI to get significance from human dialects. NLP involves applying calculations to recognize and separate the characteristic language decides to such an extent that the […]

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DevOps Tools

3D Printed Flip Clock Design and Code with python

Smart Flip Clock 3D printed smart clock that puts a new twist on old technology. The first thing that must be done for this project is to obtain all the materials that will be used. The list of things needed in this project are: Raspberry Pi Zero W (or any raspberry pi) Adequate Power Supply for Pi Stepper Motors (linked below) 3D printer and filament Wire Ability to Solder Glue Mechanical key switch from a keyboard This design uses 4 […]

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Data Visualization

A Python 3 library built as a wrapper for the Automata library

Visual Automata Visual Automata is a Python 3 library built as a wrapper for the Automata library to add more visualization features. Prerequisites pip install automata-libpip install pandaspip install graphvizpip install colormathpip install jupyterlab Installing pip install visual-automata Finite Automaton (FA) VisualDFA Importing Import needed classes. from automata.fa.dfa import DFA from visual_automata.fa.dfa import VisualDFA Instantiating DFAs Define an visual_automata DFA that can accept any string ending with 00 or 11. dfa = VisualDFA( states={“q0”, “q1”, “q2”, “q3”, “q4”}, input_symbols={“0”, “1”}, […]

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Web Crawling & Web Scraping

A web crawler that extract everything of an URL

httpmapper httpmapper is a web crawler made in Python. What is this? httpmapper is a web crawler made in Python. [X] Source code of an URL. [X] Links of a Website. [X] Navigate in the web just using an URL. [X] Get e-mails of a Website. [X] See Cookies of a Website. [X] Grab metadatas. Usage Python >= 3.6 git clone https://github.com/vLeeH/httpmapper.git cd httpmapper pip install -r requirements.txt python src/main.py How it works Firstable run the file main.py and enter […]

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RESTful API

A Python 3 module to access the Jamf Pro Classic API

python-jamf python-jamf is a Python 3 module to access the Jamf Pro Classic API. The Classic API is the primary tool for programmatic access to data on a Jamf Pro server to allow integrations with other utilities or systems. The concept behind it is to have a class or simply a collection of data (variables) and methods (functions) that maps directly to the API (https://example.com:8443/api). The python-jamf API class doesn’t hide anything from you. It handles the URL requests, authentication, […]

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Tool

An engine for building interactive fiction with Python

About IntFicPy A python library for writing parser-based interactive fiction. Currently in early development. Parser-based interactive fiction Parser based interactive fiction, sometimes called text adventure, is a story displayed through text, that the reader/player interacts with by typing out commands. Typing “get lamp”, for instance, will cause the character to take the lamp. Why IntFicPy? All of the major systems for writing parser based interactive have their own languages, useful for nothing else. With IntFicPy, I wanted to make it […]

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Machine Learning

Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search

BossNAS This repository contains PyTorch code and pretrained models of our paper: BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search. Illustration of the fabric-like Hybrid CNN-transformer Search Space with flexible down-sampling positions. Our Results and Trained Models Here is a summary of our searched models: Model MAdds Steptime Top-1 (%) Top-5 (%) Url BossNet-T0 w/o SE 3.4B 101ms 80.5 95.0 checkpoint BossNet-T0 3.4B 115ms 80.8 95.2 checkpoint BossNet-T0^ 5.7B 147ms 81.6 95.6 same as above BossNet-T1 7.9B 156ms […]

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