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Skills tagged: deep learning

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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-guide - PyTorch Training Best Practices Guide
PyTorch deep learning model training GPU
★ 3,789 · Updated 2026-06-15
Catalog common PyTorch mistakes and provide battle-tested training patterns and optimization techniques
⚙ detect common PyTorch mistakes ⚙ provide training templates ⚙ fix evaluation mode issues
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
stable-baselines3 - Train RL Agents with Stable Baselines3
reinforcement learning machine learning agents training RL algorithms
★ 16 · Updated 2026-06-15
Implement RL algorithms and train agents using PyTorch-based library
⚙ train RL agents ⚙ create custom environments ⚙ implement callbacks
yoshua-bengio - Yoshua Bengio Deep Learning Framework
deep learning representation learning neural networks unsupervised learning
★ 1 · Updated 2026-05-09
Activate Yoshua Bengio's cognitive framework for representation learning thinking
⚙ design neural network architectures ⚙ develop unsupervised learning strategies ⚙ analyze representation learning problems
object-detection - YOLO Object Detection Fine-tuning
object detection computer vision YOLO deep learning
★ 2 · Updated 2026-03-26
Fine-tune YOLO object detection models on custom datasets and export to ONNX
⚙ inspect dataset format ⚙ convert dataset format ⚙ prepare dataset splits
prs-net-deep-learning-agent - Geometric Deep Learning PRS Prediction
precision medicine genomics deep learning polygenic risk score
★ 602 · Updated 2026-03-24
Geometric deep learning for polygenic risk score prediction with gene interaction modeling
⚙ predict disease risk ⚙ model gene interactions ⚙ integrate PPI networks
PyTorch ML - PyTorch Deep Learning Environment
deep learning machine learning GPU acceleration computer vision
★ 11 · Updated 2026-03-21
Complete machine learning environment with PyTorch for model training and GPU acceleration
⚙ define neural network ⚙ load pretrained model ⚙ train model
PyTorch ML - Deep Learning with PyTorch Framework
deep learning machine learning PyTorch GPU computing
★ 18 · Updated 2026-03-20
Complete machine learning environment for model training, GPU acceleration, and data science workflows
⚙ define neural networks ⚙ train neural networks ⚙ accelerate with CUDA
ensemble-docking - Multi-engine docking pipeline for virtual screening
docking virtual screening molecular docking deep learning
★ 0 · Updated 2026-03-19
Run multi-engine docking pipeline for virtual screening with consensus scoring
⚙ read protein structure ⚙ read ligand library ⚙ screen compounds
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
pytorch-architecture - PyTorch Architecture Design & Best Practices
machine learning PyTorch deep learning distributed training
★ 0 · Updated 2026-03-10
Design and implement PyTorch modules with best practices for memory, DDP, and performance.
⚙ design encoder modules ⚙ design decoder modules ⚙ design loss modules