Python code. by Kapil Newar (6533048)

Heat-map in this figure represented as row and columns. by Solomon Shiferaw Beyene (9143178)

Heat-map in this figure represented as row-normalized <i>k</i>-mer counting distribution. by Solomon Shiferaw Beyene (9143178)

Representative schematic of the geometric configuration used for a 120 electrode MEA. by Christopher S. Dunham (12239618)

Listed python codes of our algorithm with explanations (Python 3.9 recommended). by Takayuki Niizato (162226)

The Python3 code for the automatic sample selection process. by Junyao Zhang (4115290)

In blue-red gradient, annual variation in geospatial clustering of average individual payments per zip code, with hatched overlay representing statistical significance. by Raphael E. Cuomo (9306269)

SCADET algorithm parameter configuration (Python implementation). by Xiaolong Zhang (470454)

Illustration of the text transformation process before and after synonym replacement: The process begins with a sample initial text segment (Sample text before synonym replacement’... by Enock Niyonkuru (21246879)

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Schematic of the approach: This schematic illustrates the entire workflow of the project. by Enock Niyonkuru (21246879)

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Text Transformation Pipeline: An example of the multi-stage text transformation pipeline applied to a sample abstract (PMID: 30609739). by Enock Niyonkuru (21246879)

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Comparative analysis of WordNet replacement impact on data distribution. by Enock Niyonkuru (21246879)

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Comparison of window size for embedding with Wordnet synonym replacement (WN) and without (PM). While Table 1 compared the effects of different values of using a window size of 10,... by Enock Niyonkuru (21246879)

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Non-biomedical word replacement algorithm: This algorithm outlines the process for replacing non-biomedical words in a corpus using WordNet. by Enock Niyonkuru (21246879)

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Comparison of mean interconcept distance for embedding with WordNet synonym replacement (WN) and without (PM). The initial number of unique concepts in the total corpus was 3,018,9... by Enock Niyonkuru (21246879)

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Comparative analysis of WN and PM methodologies: Figure (a) displays the bar chart comparing WN and PM across five distinct concept sets (Methods), highlighting the number of conce... by Enock Niyonkuru (21246879)

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Python code to instantiate the class Fractal. by Leonardo Costa Ribeiro (10439243)

Python codes for ML-Pain-MEDD by Vivian Salama (13001475)

Pseudo-code of the main simulation loop. by Adam Husar (18437351)

“…N is a unit representing the copy number. This pseudo-code was adapted to show the actual computations in a more comprehensible way. …”

Multi-Version PYZ Builder Script: A Universal Python Module Creation Tool by Pavel Izosimov (20096259)

“…This tool represents a significant advancement in the realm of <a href="https://xn--mxac.net/secure-python-code-manager.html" target="_blank"><b>secure code sharing</b></a>, providing a robust solution for modern Python programming challenges.…”