Table1_Enhanced classification and severity prediction of major depressive disorder using acoustic features and machine learning.pdf حسب Lijuan Liang (4277053)

"…We used the Covarep open-source algorithm to extract a total of 1200 high-level statistical functions for each sample. …"

COI reference sequences from BOLD DB حسب John Sundh (12853901)

"…</b></p><h4><b>Methods</b></h4><p dir="ltr">The code used to generate this dataset consists of a snakemake workflow wrapped into a python package that can be installed with <a href="https://docs.conda.io/en/latest/miniconda.html" target="_blank">conda </a>(`conda install -c bioconda coidb`). …"

Code and data for evaluating oil spill amount from text-form incident information حسب Yiming Liu (18823387)

"…These are separately stored in the folders “description” and “posts”.</p><h2>Algorithms for Evaluating Release Amount (RA)</h2><p dir="ltr">The algorithms are split into the following three notebooks based on their functions:</p><ol><li><b>"1_RA_extraction.ipynb"</b>:</li><li><ul><li>Identifies oil spill-related incidents from raw incident data.…"

Least Bridges Graphs حسب Richard Frost (14064363)

"…This toolbox was originally created for analysis of values arising in genetic distance measures. The contained algorithms correct errors in commonly used nearest-neighbor and cluster software that are not designed with distances in mind (e.g. nearest-neighbor topology functions currently found in Python, SPSS, etc).…"

Spatiotemporal Soil Erosion Dataset for the Yarlung Tsangpo River Basin (1990–2100) حسب peng xin (21382394)

"…The corrected bias functions were then applied to adjust the years (2020–2100) of daily rainfall data using the "ibicus" package, an open-source Python tool for bias adjustment and climate model evaluation. …"

The software structure. حسب Moritz Hoffmann (6411821)

"…<p><b>(a)</b> Python user interface: Provides a Python binding to the “C++ user interface” with some additional convenience functionality. …"

Sudoku Dataset حسب David Towers (12857447)

"…</p> <p>NumPy (.npy) files can be opened through the NumPy Python library, using the `numpy.load()` function by inputting the path to the file into the function as a parameter. …"

Data Sheet 1_Machine learning models integrating intracranial artery calcification to predict outcomes of mechanical thrombectomy.pdf حسب Guangzong Li (16696443)

"…Eleven ML algorithms were trained and validated using Python, and external validation and performance evaluations were conducted. …"

GameOfLife Prediction Dataset حسب David Towers (12857447)

"…Excluding 0, the lower numbers also get increasingly unlikely, though more likely than higher numbers, we wanted to prevent gaps and therefore limited to 25 contiguous classes</p><p dir="ltr">NumPy (.npy) files can be opened through the NumPy Python library, using the `numpy.load()` function by inputting the path to the file into the function as a parameter. …"

Decoding fairness motivations - repository حسب Sebastian Speer (6489207)

"…</div><div>To obtain neural activation patterns for multivariate analysis individual time series were modeled using a double γ hemodynamic response function in a single trial GLM design using FSL’s FEAT. …"

datasheet1_ThermoScan: Semi-automatic Identification of Protein Stability Data From PubMed.xlsx حسب Paola Turina (10431428)

"…The collection of such data has been essential for the development and assessment of tools predicting the impact of protein variants at functional and structural levels. Nevertheless, the collection of manually curated data from literature is a highly time consuming and costly process that requires domain experts. …"

presentation1_ThermoScan: Semi-automatic Identification of Protein Stability Data From PubMed.pdf حسب Paola Turina (10431428)

"…The collection of such data has been essential for the development and assessment of tools predicting the impact of protein variants at functional and structural levels. Nevertheless, the collection of manually curated data from literature is a highly time consuming and costly process that requires domain experts. …"

BrainPepPass: all scripts حسب Ewerton de Oliveira (16033631)

"…</p> <p><br></p> <p>Obs: Among the compressed files, there is the sLE_functions.py script. This script is responsible for providing the necessary functions of the sLE algorithms to run BrainPepPass framework.…"

CSPP instance حسب peixiang wang (19499344)

"…<p dir="ltr">This Python script (<code>instance_generator.py</code>) is a tool designed to <b>programmatically generate synthetic instance data for container stowage and logistics problems.…"

Code حسب Baoqiang Chen (21099509)

"…The first convolutional layer uses a 2D convolution with 8 filters, each with a size 1 × 8, and a stride of 1, followed by a ReLU activation function. …"

Core data حسب Baoqiang Chen (21099509)

"…The first convolutional layer uses a 2D convolution with 8 filters, each with a size 1 × 8, and a stride of 1, followed by a ReLU activation function. …"

UMAHand: Hand Activity Dataset (Universidad de Málaga) حسب Eduardo Casilari (3333906)

"…<p dir="ltr">The objective of the UMAHand dataset is to provide a systematic, Internet-accessible benchmarking database for evaluating algorithms for the automatic identification of manual activities. …"

Polygon vector map distortion for increasing the readability of one-to-many flow maps: data and codes حسب Laetitia Viau (14057463)

"…This is not mandatory, it is possible to use any other solution to create a local server. Having a local server is however mandatory for the proper functioning of the application (access to data).…"

Data_Sheet_1_MCIC: Automated Identification of Cellulases From Metagenomic Data and Characterization Based on Temperature and pH Dependence.docx حسب Mehdi Foroozandeh Shahraki (9555317)

"…MCIC is freely available as a python package and standalone toolkit for Windows and Linux-based operating systems with several functions to facilitate the screening and thermal and pH dependence prediction of cellulases.…"

MCCN Case Study 2 - Spatial projection via modelled data حسب Donald Hobern (21435904)

"…This study demonstrates: 1) Description of spatial assets using STAC, 2) Loading heterogeneous data sources into a cube, 3) Spatial projection in xarray using different algorithms offered by the <a href="https://pypi.org/project/PyKrige/" rel="nofollow" target="_blank">pykrige</a> and <a href="https://pypi.org/project/rioxarray/" rel="nofollow" target="_blank">rioxarray</a> packages.…"