Data Science & ML Claude 技能

PennyLane Quantum Computing

2,188

Develops and optimizes quantum circuits, hybrid quantum-classical models, and molecular simulations using the PennyLane library.

Modal Serverless Python

2,188

Runs Python code in the cloud with serverless containers, autoscaling GPUs, and minimal infrastructure management.

PyTDC Drug Discovery

2,188

Accesses AI-ready Therapeutics Data Commons (TDC) datasets and benchmarks for drug discovery and pharmaceutical machine learning.

Polars Data Analysis

2,188

Optimizes data processing workflows with high-performance Polars expressions, lazy evaluation, and efficient DataFrame manipulations.

GeoPandas Spatial Analysis

2,188

Empowers Claude with expert capabilities for manipulating, analyzing, and visualizing geospatial vector data using Python.

Qiskit Quantum Computing

2,188

Builds, optimizes, and executes quantum circuits and algorithms on simulators or real hardware using the Qiskit framework.

GWAS Catalog Explorer

2,188

Queries the NHGRI-EBI GWAS Catalog to retrieve genetic variant associations, study metadata, and genomic summary statistics.

NetworkX Analysis

2,188

Builds, analyzes, and visualizes complex networks and graph data structures using the comprehensive NetworkX library for Python.

Gtars Genomic Analysis

2,188

Processes and analyzes high-performance genomic interval data for computational biology and machine learning applications.

RDKit Cheminformatics

2,188

Performs advanced molecular analysis, manipulation, and chemical informatics tasks using the RDKit toolkit.

Dask Parallel Computing

2,188

Enables parallel and distributed computing in Python to scale data processing beyond memory limits.

Pymoo Optimization

2,188

Solves complex single and multi-objective optimization problems using evolutionary algorithms and Pareto front analysis.

Datamol Cheminformatics

2,188

Simplifies molecular cheminformatics workflows by providing a Pythonic wrapper for RDKit with sensible defaults and parallel processing.

Flow Cytometry Data Processor

2,188

Parses and manipulates Flow Cytometry Standard (FCS) files, converting biological data into NumPy arrays and CSV formats for scientific analysis.

Seaborn Statistical Visualization

2,188

Generates publication-quality statistical graphics and complex data visualizations using the Seaborn Python library.

PyDESeq2 Analysis

2,188

Performs comprehensive differential gene expression analysis from bulk RNA-seq count data using the Python implementation of DESeq2.

Scanpy Single-Cell Analysis

2,188

Performs comprehensive single-cell RNA-seq analysis workflows including quality control, normalization, clustering, and cell-type annotation.

PyMC Bayesian Modeling

2,188

Builds, fits, and validates robust Bayesian models using PyMC's modern probabilistic programming interface.

Bioinformatics & Genomic Data (gget)

2,188

Provides unified, rapid access to over 20 genomic databases and bioinformatics analysis tools for DNA and protein research.

Pysam Genomic Toolkit

2,188

Manipulates genomic datasets including SAM, BAM, VCF, and FASTA files through a Pythonic interface to htslib.

FDA Regulatory Database Access

2,188

Access and analyze comprehensive FDA regulatory data, including drug safety, medical device clearances, and food recalls through the openFDA API.

Statsmodels Statistical Analysis

2,188

Provides a comprehensive toolkit for rigorous statistical modeling, econometric analysis, and time-series forecasting within the Claude environment.

ZINC Database Search

2,188

Accesses over 230 million purchasable chemical compounds for virtual screening, drug discovery, and molecular docking studies.

Zarr Python Scientific Data

2,188

Manages large-scale N-dimensional arrays with chunked storage, compression, and cloud-native parallel I/O.

NCBI Gene Database Explorer

2,188

Integrates NCBI Gene data access into Claude for querying sequences, functional annotations, and genomic metadata.

RCSB PDB Database Access

2,188

Enables programmatic access to the RCSB Protein Data Bank for searching, retrieving, and analyzing 3D structures of biological macromolecules.

TorchDrug Discovery ML

2,188

Simplifies graph-based machine learning for drug discovery, protein modeling, and molecular science using the TorchDrug framework.

FluidSim CFD Framework

2,188

Simulates high-performance computational fluid dynamics using pseudospectral methods and Python-based analysis.

ENA Database Integration

2,188

Access and retrieve comprehensive nucleotide sequence data and metadata from the European Nucleotide Archive (ENA) for bioinformatics pipelines.

LatchBio Bioinformatics Workflows

2,188

Builds and deploys serverless bioinformatics pipelines using the Latch SDK and cloud infrastructure.