Author: Deep Learner

Machine Learning

Python Automated Machine Learning library for tabular data

SAP-HANA-AutoML Simple but powerful Automated Machine Learning library for tabular data. It uses efficient in-memory SAP HANA algorithms to automate routine Data Science tasks. Disclaimer This library is an open-source research project and is not part of any official SAP products. What’s this? This is a simple but accurate Automated Machine Learning library. Based on SAP HANA powerful in-memory algorithms, it provides high accuracy in multiple machine learning tasks. Our library also uses numerous data preprocessing functions to automate routine […]

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Deep Learning

A Web API for automatic background removal using Deep Learning

Automatic_Background_Remover A Web API for automatic background removal using Deep Learning. App is made using Flask and deployed on Heroku. CNN Architecture – U-Net with Residual connections Parameters – 2.2M Trained on – 153,947 Images validated on – 2693 Images batch_size = 32 img_size = (256,256) Trained for – 4 epochs Training time – 80min/epoch on GPUs by Google Colab. Datasets used for training: The model is trained using modified version of U-NET (https://arxiv.org/abs/1505.04597) Architecture first presented by Olaf Ronneberger, […]

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Hardware

Python module for the qwiic serial control motor driver

Qwiic_SCMD_Py Python module for the qwiic motor driver This python package is a port of the existing SparkFun Serial Controlled Motor Driver Arduino Library This package can be used in conjunction with the overall SparkFun qwiic Python Package Documentation The SparkFun qwiic SCMD module documentation is hosted at ReadTheDocs Installation PyPi Installation This repository is hosted on PyPi as the sparkfun-qwiic-scmd package. On systems that support PyPi installation via pip, this library is installed using the following commands For all […]

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API

Develop and deploy applications with the Ionburst Cloud Python SDK

Ionburst SDK for Python The Ionburst SDK for Python enables developers to easily integrate with Ionburst Cloud, building in ultra-secure and private object storage to their applications. Getting Started Installation pip3 install ionburst-sdk-python # OR pip3 install ionburst-sdk-python –user Configuration The Ionburst SDK can get its configuration (ionburst_id, ionburst_key, ionburst_uri) from the following three files. If ionburst_id and ionburst_key are not specified by environment variable, they are obtained from the credentials file with information from the config.json file. If ionburst_uri […]

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Graph

Python Interactive Graphical System made during Computer Graphics classes

PY-IGS – The PYthon Interactive Graphical System Python Interactive Graphical System made during Computer Graphics classes (INE5420-2021.1) Installation To install this software you will need these dependencies (with their thevelopment libraries): Gtk 3.20+ PyGOBject Dependencies (libgirepository1.0-dev gcc libcairo2-dev pkg-config python3-dev gir1.2-gtk-3.0) Python 3.8+ Poetry (To install it, please visit the official install instructions) After install them, install python dependencieswith: poetry install How to Use Executing In order to execute this program, run the following command: poetry run python3 py_igs Navigation […]

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Tool

Open-source linguistic ethnography tool for framing public opinion in mediatized groups

qualichat Open-source linguistic ethnography tool for framing public opinion in mediatized groups. Installing Python 3.7.1 or higher is required. To install the library, you can just run the following command: $ pip install -U qualichat To install a development version, follow these steps: $ git clone https://github.com/qualichat/qualichat $ cd qualichat # Linux/MacOS $ python3 -m pip install -U . # Windows $ py -3 -m pip install -U . Quickstart To use this library, you need a plain chat text […]

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Websocket

Python interface to web-socket based interface to ALICE Grid Services

alien.py Python interface to web-socket based interface to ALICE Grid Services. Basic usage Can be used as command mode and interactive mode : Command mode :alien.py e.g :alien.py pwdN.B. command/arguments must be quoted to avoid being interpreted by the shell:alien.py ‘rm my_alien_dir/*’ Interactive/shell mode e.g : alien.py Welcome to the ALICE GRID support mail: [email protected] AliEn[asevcenc]:/alice/cern.ch/user/a/asevcenc/ >pwd /alice/cern.ch/user/a/asevcenc/ AliEn[asevcenc]:/alice/cern.ch/user/a/asevcenc/ >whoami asevcenc AliEn[asevcenc]:/alice/cern.ch/user/a/asevcenc/ > For both command and shell mode multiple commands can be issued separated by ; The interactive mode […]

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Websocket

A multiplayer websocket backend for real-time communication in Tetri5

Tetri5 – Multiplayer Websocket Backend This repository is the backend of the multiplayer portion of the Tetri5 game client. It uses the python websockets library to allow game clients to connect and communicate in real time. Run Locally Use pip package manager to install the required dependencies: pip install -r requirements.txt From your terminal move to the root of the project and run the following line: python main.py In some systems you may need to run this instead: python3 main.py […]

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Analysis

A collection analysis tool that assists libraries in analyzing their journal subscriptions

unsub unsub is a collection analysis tool that assists libraries in analyzing their journal subscriptions. The tool provides rich data and a summary graph, but more detailed analysis tends to take place off the site in an exported .csv file that allows for filtering, notes, and additional visualization. This project, unsub extender, is a Python script that takes an unsub data export file and automates useful plots and visualizations for a collection analysis team to explore. The graphs are interactive […]

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