Python scripts and notebooks by Ismail Belgacem (20845811)

Python code and Excel data for machine learning integrated life cycle sustainability analysis of pyrolysis and hydrothermal carbonization of animal manure by Mohammed Tamim Zaki (17551557)

“…The inventory data for the sustainability analysis embedded within the Python code represent organic waste management data from Hardy County, West Virginia, USA.…”

PTPC-UHT bounce by David Parry (22169299)

“…<br>It contains the full Python implementation of the PTPC bounce model (<code>PTPC_UHT_bounce.py</code>) and representative outputs used to generate the figures in the paper. …”

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

“…A license key is generated, allowing authorized users to access the code.bash<pre><pre>python secure_python_code_manager.py --upload -f your_script.py<br></pre></pre></li><li><b>Updating Previously Uploaded Code</b>: With the <code>--update</code> function, update your code in the cloud without needing to redistribute new files to clients, ensuring seamless code maintenance and updates.bash<pre><pre>python secure_python_code_manager.py --update -f your_script.py -l your_license_key<br></pre></pre></li><li><b>Retrieving License Information</b>: The <code>--license-info</code> function lets you retrieve detailed information about your licenses, including status, usage data, and limits.bash<pre><pre>python secure_python_code_manager.py --license-info -l your_license_key<br></pre></pre></li><li><b>Service Usage Monitoring</b>: Use the <code>--service-usage</code> function to monitor your service usage, including uploaded scripts and associated licenses, helping you keep track of your code deployment.bash<pre><pre>python secure_python_code_manager.py --service-usage<br></pre></pre></li></ol><h2>Use Cases</h2><ul><li><b>Protect Python Code</b>: If you're looking to <b>protect Python code</b> from unauthorized use, this tool provides robust protection mechanisms.…”

Python-Based Algorithm for Estimating the Parameters of Physical Property Models for Substances Not Available in Database by Jina Lee (3138492)

“…Cross-validation indicated that the developed Python-based algorithm provided pure component model parameters nearly identical with those obtained with the Aspen Property Constant Estimation System (PCES) method, except for the enthalpy of vaporization. …”

Secondary structure of RF00174 Cobalamin riboswitch (Acido bacterium) (A) and RF01055 MOCO riboswitch class (B). by Solomon Shiferaw Beyene (9143178)

Heat-map showed 156 features correlation. by Solomon Shiferaw Beyene (9143178)

Performances of Naïve Bayes (NB), Multilayer Perceptron (MLP), Random Forest (RF), Gradient Boosting (GB), Support Vector Machine (SVM) and K- Nearest Neighbors (KNN). by Solomon Shiferaw Beyene (9143178)

Heat-map showed features correlation. by Solomon Shiferaw Beyene (9143178)

Accuracy, sensitivity, specificity and F-score. by Solomon Shiferaw Beyene (9143178)

(a) System dynamics: schematic representation of all the reactions in the Tree model, which are aging, reproduction, color cycle, and competition. by Fabricio Cravo (21387854)

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Reaction rules affecting repressor protein R in the hybrid model. by Adam Husar (18437351)

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Codes and description of DCNN models by DQ Yang (7107140)

“…<div>1.We privoded codes of three DCNN model: AlexNet, Inception,and ResNet-18, which were implemented based on Python 3.5 and TensorFlow 1.14.…”

Reaction rules affecting repressor protein R in the particle-only model. by Adam Husar (18437351)

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Python Workflow for High-Fidelity Modeling of Overland Hydrocarbon Flows with GeoClaw and Cloud Computing by Pi-Yueh Chuang (4032893)

“…The talk will also showcase the usage of the GUI of ArcGIS Pro Python toolbox, Jupyter Notebook adaptation, and model simulation results.…”

Environmental DNA sampling reveals high occupancy rates of invasive Burmese pythons at wading bird breeding aggregations in the central Everglades by Sophia C. M. Orzechowski (6577349)

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SQL to Python data transfer overhead analysis. by João António (6496931)

Estimated relationship between detection probability and sample collection time (temperature proxy). by Sophia C. M. Orzechowski (6577349)

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Estimated posterior distributions of site occupancy (ψ) in colony versus control sites. by Sophia C. M. Orzechowski (6577349)

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Total concentration of Burmese python eDNA at colony (dark grey bars) and control (light grey bars) pairs with 95% confidence intervals. by Sophia C. M. Orzechowski (6577349)

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