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Claude Skills by VectorSpaceLab
github.com/VectorSpaceLab6,028 skills74 installs15,373 views
- Outputs And Messages"Guides agents designing Pydantic AI output contracts, structuredVotes: 0GitHub stars: 247
- Repo Development"Guides maintainers through Pydantic AI repository development,Votes: 0GitHub stars: 247
- Tools And Toolsets"Guides agents that define, validate, organize, approve, defer,Votes: 0GitHub stars: 247
- Pydeseq2"Route PyDESeq2 bulk RNA-seq differential expression analysis tasksVotes: 0GitHub stars: 247
- Data Io Validation"Prepare, load, orient, and validate PyDESeq2 count and metadataVotes: 0GitHub stars: 247
- Dea Workflows"Run practical PyDESeq2 differential expression workflows withVotes: 0GitHub stars: 247
- Model Fitting Internals"Inspect and control PyDESeq2 staged model-fitting internals,Votes: 0GitHub stars: 247
- Statistics And Results"Compute, interpret, export, and troubleshoot PyDESeq2 statisticalVotes: 0GitHub stars: 247
- Pyflux"Use PyFlux 0.4.17 for time-series modeling, forecasting,Votes: 0GitHub stars: 247
- Gas Models"Use PyFlux GAS, GASX, GASReg, GASRank, and GAS local-level/trendVotes: 0GitHub stars: 247
- Multivariate Models"Use PyFlux VAR and GPNARX workflows, including multivariateVotes: 0GitHub stars: 247
- State Space Models"Build PyFlux Gaussian, non-Gaussian, local-level, local-trend,Votes: 0GitHub stars: 247
- Univariate Models"Use PyFlux ARIMA, ARIMAX, and NNAR models for univariateVotes: 0GitHub stars: 247
- Volatility Models"Fit and troubleshoot PyFlux GARCH, EGARCH, EGARCH-in-mean,Votes: 0GitHub stars: 247
- Pygad"Route PyGAD genetic-algorithm optimization, benchmarks,Votes: 0GitHub stars: 247
- Benchmarks"Use PyGAD benchmark problem classes and quality indicators forVotes: 0GitHub stars: 247
- Genetic Algorithm"Build, tune, run, persist, and troubleshoot pygad.GA for customVotes: 0GitHub stars: 247
- Neural Networks"Use PyGAD's pure NumPy neural helpers and Keras/Torch adapters forVotes: 0GitHub stars: 247
- Results And Visuals"Summarize, plot, export, and debug completed PyGAD runs usingVotes: 0GitHub stars: 247
- Pyhealth"Guides PyHealth 2.0 healthcare-AI workflows for clinical datasets,Votes: 0GitHub stars: 247
- Clinical Tasks"Guides PyHealth task selection, task-to-dataset attachment,Votes: 0GitHub stars: 247
- Data Pipelines"Guides PyHealth dataset construction, sample schemas, featureVotes: 0GitHub stars: 247
- Evaluation Interpretability"Guides PyHealth metric selection, output-shape validation,Votes: 0GitHub stars: 247
- Medical Code Text"Guides PyHealth medical-code ontology lookup and mapping plus NLP,Votes: 0GitHub stars: 247
- Models Training"Guides PyHealth model-family selection, dataset and vocabularyVotes: 0GitHub stars: 247
- Pykitti"Guide Python workflows for loading, validating, and interpretingVotes: 0GitHub stars: 247
- OdometryLoad and validate KITTI odometry benchmark sequences with pykitti.odometry.Votes: 0GitHub stars: 247
- Raw Data"Load and validate KITTI raw drives with pykitti.raw, includingVotes: 0GitHub stars: 247
- Tracking"Parse KITTI tracking labels with pykitti==0.3.1 and assess itsVotes: 0GitHub stars: 247
- Pymatgen"Use pymatgen for computational materials workflows, includingVotes: 0GitHub stars: 247
- Cli And Configuration"Use pymatgen command-line tools and persistent configurationVotes: 0GitHub stars: 247
- Entries Thermodynamics And Batteries"Prepare pymatgen computed entries, compatibility-correctedVotes: 0GitHub stars: 247
- External Data Access"Use pymatgen external data clients for Materials Project, COD, andVotes: 0GitHub stars: 247
- Spectra Diffraction And Visualization"Use pymatgen diffraction calculators, spectrum objects, plottingVotes: 0GitHub stars: 247
- Structures Local Environments And Transformations"Construct and analyze pymatgen structures, molecules, localVotes: 0GitHub stars: 247
- Surfaces Interfaces And Electrochemistry"Use pymatgen surface, interface, Pourbaix, Wulff-shape,Votes: 0GitHub stars: 247
- Pymc"Use PyMC for Bayesian probabilistic programming, modelVotes: 0GitHub stars: 247
- Advanced Workflows"Apply PyMC Gaussian processes, ODE likelihood models, variationalVotes: 0GitHub stars: 247
- Distributions Logprob"Choose, parameterize, shape, extend, and validate PyMCVotes: 0GitHub stars: 247
- Inference Predictive"Run, configure, validate, and troubleshoot PyMC inference andVotes: 0GitHub stars: 247
- Modeling Data"Build, mutate, inspect, and transform PyMC models with ModelVotes: 0GitHub stars: 247
- Pymoo"Use pymoo for single-, multi-, and many-objective optimization,Votes: 0GitHub stars: 247
- Analysis And Visualization"Postprocess pymoo results with indicators, Pareto analysis,Votes: 0GitHub stars: 247
- Operators And Variables"Customize pymoo variables, sampling, crossover, mutation, repair,Votes: 0GitHub stars: 247
- Optimization Workflows"Run, control, and debug pymoo optimization workflows withVotes: 0GitHub stars: 247
- Performance And Parallelization"Speed up and harden pymoo runs with vectorized problems,Votes: 0GitHub stars: 247
- Problem Modeling"Define, validate, and troubleshoot pymoo optimization problems,Votes: 0GitHub stars: 247
- Pymupdf"Use PyMuPDF for document opening, text/table/RAG extraction,Votes: 0GitHub stars: 247
- Cli And Maintenance"Use PyMuPDF CLI, safe package checks, and maintenance guidance forVotes: 0GitHub stars: 247
- Document Core"Open, inspect, authenticate, convert, save, and safely manageVotes: 0GitHub stars: 247