Skills with output "trained model"

autoresearch - Autonomous ML Research Experiments
machine learning autonomous experiments model training ML research
★ 0 · Updated 2026-06-30
Run autonomous ML experiments that modify training code, train models, evaluate results, and iterate
⚙ read training code ⚙ plan experiments ⚙ modify training code
scvitools-docs-truly-complete - Complete scvi-tools Documentation Guide
single-cell analysis deep learning model training bioinformatics
★ 602 · Updated 2026-06-30
Comprehensive documentation assistance for scvi-tools deep learning single-cell analysis toolkit
⚙ load single-cell data ⚙ train SCVI model ⚙ setup AnnData
pytorch - PyTorch Deep Learning Framework
deep learning neural networks machine learning GPU computing
★ 602 · Updated 2026-06-15
Build and train neural networks with dynamic computation graphs and GPU acceleration
⚙ create tensors ⚙ compute gradients ⚙ define models
pytorch-lightning - PyTorch Lightning Training Framework
Training Framework Distributed Training PyTorch Lightning Deep Learning
★ 3 · Updated 2026-05-28
High-level PyTorch framework with automatic distributed training and minimal boilerplate
⚙ train model ⚙ validate model ⚙ test model
pytorch-lightning - PyTorch Lightning Training Framework
PyTorch Lightning training framework distributed training ddp
★ 2 · Updated 2026-05-28
High-level PyTorch framework for distributed training with automatic DDP/FSDP/DeepSpeed support
⚙ train model ⚙ validate model ⚙ test model
pytorch-lightning - PyTorch Lightning Training Framework
PyTorch Lightning Training Framework Distributed Training DDP
★ 0 · Updated 2026-05-28
High-level PyTorch framework with automatic distributed training and minimal boilerplate
⚙ train model ⚙ switch device ⚙ run distributed training
pytorch-lightning - PyTorch Lightning High-Level Training Framework
PyTorch Lightning Training Framework Distributed Training DDP
★ 1 · Updated 2026-05-28
High-level PyTorch framework with automatic distributed training and callbacks
⚙ organize code ⚙ train model ⚙ validate model
numerai-experiment-design - Numerai Experiment Design Workflow
Numerai machine learning experiment design modeling
★ 1,182 · Updated 2026-05-28
Design and manage Numerai experiments for model ideas
⚙ plan experiments ⚙ create configs ⚙ run training
ml-pipeline-orchestration - ML Pipeline Orchestration for GPU Workflows
MLOps ML pipelines orchestration GPU
★ 18 · Updated 2026-03-24
Design and orchestrate ML pipelines with GPU steps and artifact tracking
⚙ select orchestrator ⚙ design pipeline flow ⚙ configure GPU resources
distributed-training - Distributed Training Parallelism Strategies
machine learning distributed training GPU parallel deep learning
★ 2 · Updated 2026-03-10
Provides guidance for scaling ML training across multiple GPUs and nodes with parallelism strategies
⚙ train across multiple GPUs ⚙ select parallelism strategy ⚙ synchronize gradients