torch-geometric

Performs advanced statistical analysis with regression, hypothesis testing, data visualization, and machine learning model evaluation across various datasets

Converts scientific documents and research notes into clean, structured Markdown with proper formatting, citations, and LaTeX equation support.

Efficiently manage and manipulate large, chunked, compressed N-dimensional arrays in scientific computing and data analysis workflows using Zarr.

Streamlines scientific image data management by connecting Python workflows with OMERO's remote microscopy repository and metadata systems

Simplifies scientific computing by providing powerful symbolic mathematics, numerical integration, and plotting capabilities for Python research and engineering tasks.

Performs astronomical data analysis, coordinate transformations, and astrophysical calculations using Python's premier scientific astronomy library.

Queries and retrieves chemical, biological, and pharmacological data from the ChEMBL database for drug discovery and research insights.

Queries and analyzes biological pathway data from the Reactome database, enabling researchers to explore gene interactions and molecular mechanisms.

Retrieves and processes genomic data from the Ensembl database, enabling quick gene, transcript, and variant information extraction for bioinformatics research.

Retrieves, filters, and analyzes clinical trial data from ClinicalTrials.gov using advanced search and metadata extraction techniques