pymatgen

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.

Performs advanced bioinformatics tasks like sequence analysis, DNA/protein manipulation, genome parsing, and computational biology workflows using Python libraries.

Streamlines scientific protocol retrieval, parsing, and integration from Protocols.io into research workflows and computational analysis pipelines

Perform efficient genomic data analysis by reading, writing, and manipulating SAM/BAM/CRAM sequencing alignment files with Python's pysam library.

Generates customizable venue and event space templates with structured layouts, capacity details, and amenity specifications for event planning.

Generates molecular feature vectors and descriptors for machine learning in computational chemistry, drug discovery, and materials science.

Performs differential gene expression analysis using DESeq2 in Python, enabling statistical comparisons and visualization of RNA-seq count data

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