Perceptron python code by MOURAD OULID-AISSA (22115083)

“…<p dir="ltr">Perceptron Python code used in project on AI in criminal justice based on a predictive approach to threat detection. …”

SVM python code by MOURAD OULID-AISSA (22115083)

“…<p dir="ltr">SVM python code used in project on AI in criminal justice based on a predictive approach to threat detection. …”

Thalamocortical projecting neurons under neuromodulation switch from Class II to Class I. by Domenico Guarino (20428000)

Secure Python Code Manager: A Tool for Protected Python Code Distribution and Management by Pavel Izosimov (20096259)

“…</li><li><a href="https://obfuscator.xn--mxac.net/" target="_blank"><b>Python Obfuscator Online</b></a>: An online tool for cloud-based Python code obfuscation, enabling further <b>code obfuscation in Python</b>.…”

SV Index based on the 31st week of 2022. by Zhixiu Du (21263013)

“…By writing SPSS macro program and python program, the weekly price index of mobile phone and the monthly price index of notebook computer are calculated, and the ring price index and fixed base price index of mobile phone and notebook computer are compiled respectively. …”

African Market OS- MVR API Python SDK by Farouk Mark Mukiibi (22233445)

“…</p><p><br></p><p>---</p><p><br></p><p dir="ltr">## Features Included</p><p dir="ltr">- MVR Score endpoint</p><p dir="ltr">- Survey aggregation</p><p dir="ltr">- Trends & relational velocity</p><p dir="ltr">- Forecasting & PMF projection</p><p dir="ltr">- Benchmarking</p><p dir="ltr">- Entity insights</p><p dir="ltr">- Market temperature index</p><p dir="ltr">- Policy Multi-Audit</p><p dir="ltr">- Health & Metadata endpoints</p><p dir="ltr">- Session-based authentication support</p><p><br></p><p>---</p><p><br></p><p dir="ltr">## Installation</p><p dir="ltr">```bash</p><p dir="ltr">pip install mvr-api-client</p><h2> Usage Example</h2><pre><pre>from mvr_api import MVRApiClient<br><br>client = MVRApiClient(<br> license="your-license-key",<br> email="your@email"<br>)<br><br>score = client.get_scores(sector="fintech")<br>print(score.mvr_index)<br></pre></pre><h2> Licensing</h2><p dir="ltr">This client is MIT-licensed.…”

Reproducibility Script for FEMA NbS Project Financial Analysis by Duane Ebesu (21583046)

“…<p dir="ltr">This Python code allows for the reproducibility of empirical analysis that was conducted on nature-based solution (NbS) projects financed by FEMA in the United States. …”

Workflow of a typical Epydemix run. by Nicolò Gozzi (8837522)

“…<div><p>We present Epydemix, an open-source Python package for the development and calibration of stochastic compartmental epidemic models. …”

Experimental results of data retrieval from two Atlas DataLab setups: next-to-data deployment in the CSIC-DDC Hub (bottom) and remote data access from a user’s workstation (top). by Ezequiel Cimadevilla (8412531)

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Two-column representation of the R code generating Fig 4B. by Ezequiel Cimadevilla (8412531)

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Table of variables/indices available in the Interactive Atlas Dataset, grouped by type. Air temperatures refer to near-surface measurements (usually at 2 meters). See Table 2 for t... by Ezequiel Cimadevilla (8412531)

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Auxiliary information of (twenty year) periods when the different models forming the ensemble (in rows) reach the +3C global warming levels under the SSP5-8.5 future scenario. by Ezequiel Cimadevilla (8412531)

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Illustrative case studies of relevant products from the Interactive Atlas directly reproducible from the notebooks included in the Atlas DataLab GitHub repository [32]. by Ezequiel Cimadevilla (8412531)

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Diagram illustrating the architecture of the Atlas DataLab, emphasizing its three usage modes: (1) local computing with remote data access (blue), (2) BinderHub with remote data ac... by Ezequiel Cimadevilla (8412531)

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Screenshot of the IPCC AR6 Interactive Atlas web application (regional information components). by Ezequiel Cimadevilla (8412531)

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Summary of data availability for the IPCC-WGI AR6 Interactive Atlas Dataset. Asterisks denote dataset source availability, with variables and indices grouped as in Table 1. The col... by Ezequiel Cimadevilla (8412531)

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DynamiSpectra: A Python Software Package and Web Platform for Molecular Dynamics Data Analysis in Computational Biology by Iverson Conrado Bezerra (19555596)

“…In this study, we present DynamiSpectra, a Python-based software package and web platform designed to automate the descriptive statistical analysis (mean and standard deviation) and visualization of MD trajectories. …”

DynamiSpectra: A Python Software Package and Web Platform for Molecular Dynamics Data Analysis in Computational Biology by Iverson Conrado Bezerra (19555596)

“…In this study, we present DynamiSpectra, a Python-based software package and web platform designed to automate the descriptive statistical analysis (mean and standard deviation) and visualization of MD trajectories. …”

Project.zip by Zhiyuan Liu (21837437)

Automatic Astrocyte Ablation Analysis Using Machine Learning by Max Weng (22327159)

“…However, manually analyzing terabytes of astrocyte imaging data is impractical and time-intensive. This project introduces a Python-based pipeline that automates the analysis of astrocyte responses to laser ablation, dramatically accelerating the workflow.…”