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Claude Skills by VectorSpaceLab
github.com/VectorSpaceLab6,028 skills74 installs15,373 views
- Model Components"Use and adapt core policy, rollout, optimizer, distribution, andVotes: 0GitHub stars: 247
- Training Workflows"Build and troubleshoot training, evaluation, checkpoint playback,Votes: 0GitHub stars: 247
- Pytorch Cifar100"Operate the script-based PyTorch CIFAR-100 model zoo, training,Votes: 0GitHub stars: 247
- Evaluation"Evaluate pytorch-cifar100 checkpoints safely with test.py, metricVotes: 0GitHub stars: 247
- Model ZooSelect and instantiate CIFAR-100 CNN architectures for this repo.Votes: 0GitHub stars: 247
- Training"Routes CIFAR-100 training command construction, warmup,Votes: 0GitHub stars: 247
- Pytorch Cycle Gan And Pix2pix"Guide CycleGAN and pix2pix image-to-image translation,Votes: 0GitHub stars: 247
- Customization"Add custom models and datasets that match the repo registry,Votes: 0GitHub stars: 247
- Data Preparation"Plan, validate, and convert datasets for CycleGAN, pix2pix,Votes: 0GitHub stars: 247
- Translation Workflows"Train, test, and apply CycleGAN, pix2pix, and colorization modelsVotes: 0GitHub stars: 247
- Pytorch Fid"Use pytorch-fid to compute Frechet Inception Distance for imageVotes: 0GitHub stars: 247
- Pytorch Forecasting"Use PyTorch Forecasting for tabular time-series datasets, deepVotes: 0GitHub stars: 247
- Api V2 Workflows"Guide experimental PyTorch Forecasting API-v2 D1/D2/M/P workflows,Votes: 0GitHub stars: 247
- Custom Components"Implement custom PyTorch Forecasting metrics, models, packageVotes: 0GitHub stars: 247
- Data Pipeline"Prepare tabular time-series data for PyTorch Forecasting v1Votes: 0GitHub stars: 247
- Forecasting Models"Select, instantiate, train, checkpoint, predict, and interpretVotes: 0GitHub stars: 247
- Metrics And Tuning"Choose and use PyTorch Forecasting metrics, losses, compositeVotes: 0GitHub stars: 247
- Pytorch Geometric Temporal"Routes PyTorch Geometric Temporal tasks for temporal graphVotes: 0GitHub stars: 247
- Attention And Hetero Layers"Guides PyTorch Geometric Temporal attention-based temporal graphVotes: 0GitHub stars: 247
- Dataset Loaders"Guides safe selection and use of PyTorch Geometric TemporalVotes: 0GitHub stars: 247
- Index Batching"Guides memory-efficient PyTorch Geometric Temporal index-batching,Votes: 0GitHub stars: 247
- Recurrent Layers"Guide PyTorch Geometric Temporal recurrent graph layer selection,Votes: 0GitHub stars: 247
- Temporal Signals"Guides construction, slicing, splitting, iteration, batching, andVotes: 0GitHub stars: 247
- Pytorch Geometric"Use PyTorch Geometric to build graph data, loaders, GNN models,Votes: 0GitHub stars: 247
- Data And Datasets"Create, validate, split, transform, and package PyTorch GeometricVotes: 0GitHub stars: 247
- Explainability"Configure PyTorch Geometric Explainer workflows, explanationVotes: 0GitHub stars: 247
- Gnn Modeling"Design, train, debug, and smoke-test PyTorch Geometric GNN modulesVotes: 0GitHub stars: 247
- Graphgym Experiments"Configure, validate, customize, and troubleshoot PyTorch GeometricVotes: 0GitHub stars: 247
- Heterogeneous Graphs"Build and debug PyTorch Geometric heterogeneous graph data,Votes: 0GitHub stars: 247
- Loaders And Sampling"Mini-batch PyTorch Geometric Data objects, configureVotes: 0GitHub stars: 247
- Scalable Distributed"Scale PyTorch Geometric workloads with large-graph neighborVotes: 0GitHub stars: 247
- Pytorch Grad Cam"Guides PyTorch grad-cam workflows for class activation maps,Votes: 0GitHub stars: 247
- Cam Generation"Routes core pytorch-grad-cam heatmap generation, target layerVotes: 0GitHub stars: 247
- Methods And Api"Routes expert pytorch-grad-cam method selection, publicVotes: 0GitHub stars: 247
- Metrics And Evaluation"Routes pytorch-grad-cam explanation metrics, ROAD, ARCC,Votes: 0GitHub stars: 247
- Model Task Adaptation"Routes pytorch-grad-cam adaptation for ViT, Swin, CLIP, objectVotes: 0GitHub stars: 247
- Pytorch Metric Learning"Routes PyTorch Metric Learning tasks across metric-learningVotes: 0GitHub stars: 247
- Components"Routes PyTorch Metric Learning questions about losses, miners,Votes: 0GitHub stars: 247
- Data"Routes PyTorch Metric Learning questions about packaged datasetsVotes: 0GitHub stars: 247
- Evaluation"Routes PyTorch Metric Learning questions about AccuracyCalculator,Votes: 0GitHub stars: 247
- Training"Routes PyTorch Metric Learning questions about trainers, hooks,Votes: 0GitHub stars: 247
- Pytorch Semseg"Use pytorch-semseg for PyTorch semantic segmentation modelVotes: 0GitHub stars: 247
- Data And Configs"Author and statically validate pytorch-semseg YAML configs, chooseVotes: 0GitHub stars: 247
- Model Zoo And Apis"Select pytorch-semseg model architectures, instantiate safeVotes: 0GitHub stars: 247
- Single Image Inference"Safely use or adapt pytorch-semseg test.py for one-image semanticVotes: 0GitHub stars: 247
- Training And Evaluation"Safely build and adapt pytorch-semseg training and validationVotes: 0GitHub stars: 247
- Pytorch Summary"Use and maintain the legacy torchsummary PyTorch model-summaryVotes: 0GitHub stars: 247
- Model Summary Usage"Use torchsummary.summary and torchsummary.summary_string toVotes: 0GitHub stars: 247
- Repo Maintenance"Maintain the torchsummary checkout safely, including packageVotes: 0GitHub stars: 247
- Pytorch Unet"Use Pytorch-UNet for semantic segmentation model APIs, dataVotes: 0GitHub stars: 247