Mechanomics Code - JVT حسب Carlo Vittorio Cannistraci (5854046)

"…At the beginning of the code, there is a help section that explains how to use it.<br></li><li>Python (written by Syed Shafat Ali and tested by Yan Ge): analogous functions of the MATLAB folder. …"

Known compounds and new lessons: structural and electronic basis of flavonoid-based bioactivities حسب Rohan J. Meshram (6563189)

"…We also attempt to provide a structure–activity relation model for COX by inhibition of these 16 flavonoids using molecular docking. …"

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

"…The code is written in Python and operated using Jupyter Lab and Anaconda. …"

Code حسب Baoqiang Chen (21099509)

"…We implemented machine learning algorithms using the following R packages: rpart for Decision Trees, gbm for Gradient Boosting Machines (GBM), ranger for Random Forests, the glm function for Generalized Linear Models (GLM), and xgboost for Extreme Gradient Boosting (XGB). …"

Core data حسب Baoqiang Chen (21099509)

"…We implemented machine learning algorithms using the following R packages: rpart for Decision Trees, gbm for Gradient Boosting Machines (GBM), ranger for Random Forests, the glm function for Generalized Linear Models (GLM), and xgboost for Extreme Gradient Boosting (XGB). …"

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. …"

BrainPepPass: all scripts حسب Ewerton de Oliveira (16033631)

"…The best BrainPepPass models also are saved. </p> <p><br></p> <p>Obs: ETL.ipynb utilizes LogD descriptor dataset calculated using the software Instant JChem available for download at <a href="https://docs.chemaxon.com/display/docs/instant-jchem-installation-and-upgrade.md" target="_blank">https://docs.chemaxon.com/display/docs/instant-jchem-installation-and-upgrade.md</a>. …"

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.…"

Expression vs genomics for predicting dependencies حسب Broad DepMap (5514062)

"…</p><p dir="ltr"><br></p><p dir="ltr">FeatureDropScore.csv: Perturbations and predictive performance for a model using all single gene expression features EXCEPT those that had greater than 0.1 feature importance in a model trained with all single gene expression features. …"