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Claude Skills by VectorSpaceLab
github.com/VectorSpaceLab6,028 skills74 installs15,373 views
- Time Series Library"Use Time-Series-Library (TSLib) to configure, run, debug, andVotes: 0GitHub stars: 247
- Data And Cli"Prepare Time-Series-Library data layouts, choose safe run.pyVotes: 0GitHub stars: 247
- Forecasting"Configure, run, and debug Time-Series-Library long-term,Votes: 0GitHub stars: 247
- Foundation Models And Customization"Navigate Time-Series-Library model files, optional Mamba and largeVotes: 0GitHub stars: 247
- Imputation Anomaly Classification"Configure and debug Time-Series-Library imputation, reconstructionVotes: 0GitHub stars: 247
- Timemixer"Use TimeMixer to inspect the model API, build forecasting orVotes: 0GitHub stars: 247
- Data Preparation"Validate and explain TimeMixer dataset layouts, file names,Votes: 0GitHub stars: 247
- Forecasting ExperimentsConstruct and adapt TimeMixer forecasting experiment commands.Votes: 0GitHub stars: 247
- Model Architecture"Use and debug the TimeMixer Model API, PDM/FMM architecture,Votes: 0GitHub stars: 247
- Universal Tasks"Use and debug TimeMixer imputation, anomaly detection, andVotes: 0GitHub stars: 247
- Timm"Use PyTorch Image Models (timm) for model discovery, pretrainedVotes: 0GitHub stars: 247
- Benchmarking And Results"Use this sub-skill when a user needs to run bounded timmVotes: 0GitHub stars: 247
- Cli Workflows"Generate safe, correct train.py, validate.py, inference.py, andVotes: 0GitHub stars: 247
- Data Pipelines"Build timm data configs, datasets, transforms, loaders, ImageNetVotes: 0GitHub stars: 247
- Export And Interoperability"Build ONNX export and validation commands, package/load timmVotes: 0GitHub stars: 247
- Layers And Components"Use timm reusable layers, classifier heads, pooling,Votes: 0GitHub stars: 247
- Model Library"Discover timm model names, instantiate models, load pretrained orVotes: 0GitHub stars: 247
- Training Workflows"Compose timm API-level training loops with optimizer and schedulerVotes: 0GitHub stars: 247
- Torch Points3d"Use Torch Points3D for point-cloud deep learning APIs,Votes: 0GitHub stars: 247
- Datasets Transforms"Use Torch Points3D dataset factories, point-cloud data layouts,Votes: 0GitHub stars: 247
- Model Apis"Use Torch Points3D high-level model factories, application APIs,Votes: 0GitHub stars: 247
- Registration Workflows"Use Torch Points3D registration datasets, configs, pair/fragmentVotes: 0GitHub stars: 247
- Training Evaluation"Use Torch Points3D Hydra training, evaluation, Trainer,Votes: 0GitHub stars: 247
- Torch Tensorrt"Use this skill for Torch-TensorRT tasks: compiling PyTorch modelsVotes: 0GitHub stars: 247
- Build And Maintenance"Use this sub-skill for Torch-TensorRT source builds, packageVotes: 0GitHub stars: 247
- Compilation And Export"Use this sub-skill for Torch-TensorRT model compilation, dynamicVotes: 0GitHub stars: 247
- Deployment And Distributed"Use this sub-skill for Torch-TensorRT deployment artifacts, TritonVotes: 0GitHub stars: 247
- Extensibility And Debugging"Use this sub-skill for Torch-TensorRT dryrun analysis, DebuggerVotes: 0GitHub stars: 247
- Runtime Optimization"Use this sub-skill for Torch-TensorRT runtime performanceVotes: 0GitHub stars: 247
- Torchdrug"Route TorchDrug graph learning, drug discovery, molecular ML,Votes: 0GitHub stars: 247
- Graph Data"Construct, batch, split, mask, validate, and troubleshootVotes: 0GitHub stars: 247
- Knowledge Graphs"Use TorchDrug for knowledge graph reasoning, triple datasets,Votes: 0GitHub stars: 247
- Layers And Extensions"Choose TorchDrug graph neural network layers/models, readouts,Votes: 0GitHub stars: 247
- Molecular Workflows"Plan TorchDrug molecular property prediction, molecularVotes: 0GitHub stars: 247
- Protein Workflows"Plan TorchDrug protein sequence, structure, contact prediction,Votes: 0GitHub stars: 247
- Training Engine"Assemble TorchDrug models and tasks into core.Engine training,Votes: 0GitHub stars: 247
- Torchgeo"Use for TorchGeo geospatial deep learning work: datasets,Votes: 0GitHub stars: 247
- Contribution And Testing"Use for TorchGeo repository edits, style/type conventions, addingVotes: 0GitHub stars: 247
- Datamodules And Tasks"Use for TorchGeo Lightning DataModules, CLI/config runs, taskVotes: 0GitHub stars: 247
- Datasets And Samplers"Use for TorchGeo GeoDataset/NonGeoDataset usage, datasetVotes: 0GitHub stars: 247
- Models And Transforms"Use for TorchGeo model registry, pretrained weights, modelVotes: 0GitHub stars: 247
- Torchio"Use TorchIO 2.0 for medical image loading, preprocessing,Votes: 0GitHub stars: 247
- Cli And Io"Use TorchIO's command-line interface and I/O integration surfacesVotes: 0GitHub stars: 247
- Data Model"Construct and validate TorchIO images, subjects/studies, affines,Votes: 0GitHub stars: 247
- Patch Workflows"Design TorchIO patch-based training queues and dense patchVotes: 0GitHub stars: 247
- Transforms"Build TorchIO 2.0 preprocessing and augmentation pipelines withVotes: 0GitHub stars: 247
- Torchmetrics"Use TorchMetrics to choose, inspect, and combine metric familiesVotes: 0GitHub stars: 247
- Audio Text Metrics"Use TorchMetrics audio/speech quality metrics and no-download textVotes: 0GitHub stars: 247
- Basic Metric Domains"Use TorchMetrics classification, regression, retrieval,Votes: 0GitHub stars: 247
- Collections Wrappers Plotting"Compose, transform, track, bootstrap, and plot TorchMetricsVotes: 0GitHub stars: 247