cat ~/신규

reportlab @jackspace

PDF generation toolkit. Create invoices, reports, certificates, forms, charts, tables, barcodes, QR codes,...

rdkit @jackspace

Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA),...

pytorch-lightning @jackspace

Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for...

pytdc @jackspace

Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits,...

pysam @jackspace

Genomic file toolkit. Read/write SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, extract regions,...

pyopenms @jackspace

Python interface to OpenMS for mass spectrometry data analysis. Use for LC-MS/MS proteomics and metabolomics...

pymoo @jackspace

Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks...

pymc-bayesian-modeling @jackspace

Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison,...

pymatgen @jackspace

Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project...

pylabrobot @jackspace

Laboratory automation toolkit for controlling liquid handlers, plate readers, pumps, heater shakers, incubators,...

pyhealth @jackspace

Comprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical...

pydicom @jackspace

Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when...

pydeseq2 @jackspace

Differential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, FDR...

pufferlib @jackspace

This skill should be used when working with reinforcement learning tasks including high-performance RL training,...

polars @jackspace

Fast DataFrame library (Apache Arrow). Select, filter, group_by, joins, lazy evaluation, CSV/Parquet I/O, expression...

pathml @jackspace

Computational pathology toolkit for analyzing whole-slide images (WSI) and multiparametric imaging data. Use this...

paper-2-web @jackspace

This skill should be used when converting academic papers into promotional and presentation formats including...

neurokit2 @jackspace

Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG,...

networkx @jackspace

Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when...

molfeat @jackspace

Molecular featurization for ML (100+ featurizers). ECFP, MACCS, descriptors, pretrained models (ChemBERTa), convert...

medchem @jackspace

Medicinal chemistry filters. Apply drug-likeness rules (Lipinski, Veber), PAINS filters, structural alerts,...

matplotlib @jackspace

Foundational plotting library. Create line plots, scatter, bar, histograms, heatmaps, 3D, subplots, export...

matchms @jackspace

Mass spectrometry analysis. Process mzML/MGF/MSP, spectral similarity (cosine, modified cosine), metadata...

markitdown @jackspace

Convert various file formats (PDF, Office documents, images, audio, web content, structured data) to Markdown...