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core_classes.md
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code_of_conduct.md
faq.md
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benchmarks.md
contributing.md
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Ecosystem
integration.md
nlp.md
vision.md
Examples
Examples
0 examples
Audio and speech
Audio and speech
4 1 speech recognition
4 2 audio classification
Computer vision
Computer vision
2 1 image classification
2 2 object detection
2 3 segmentation
2 4 image generation
Data handling and preprocessing
Data handling and preprocessing
10 1 datasets
10 2 data loaders
10 3 transforms
Deployment and production
Deployment and production
9 1 model serialization
9 2 inference
9 3 web services
Distributed and parallel training
Distributed and parallel training
13 1 data parallelism
13 2 model parallelism
13 3 distributed training
Generative models
Generative models
8 1 autoencoders
8 2 gans
8 3 diffusion models
Getting started
Getting started
1 getting started
Graph neural networks
Graph neural networks
7 1 node level tasks
7 2 graph level tasks
Natural language processing
Natural language processing
3 1 text classification
3 2 sequence to sequence
3 3 language modeling
Optimization and training techniques
Optimization and training techniques
11 1 optimizers
11 2 learning rate schedulers
11 3 regularization
Performance and benchmarking
Performance and benchmarking
12 1 speed optimization
12 2 memory management
Reinforcement learning
Reinforcement learning
6 1 value based methods
6 2 policy based methods
Time series and sequential data
Time series and sequential data
5 1 forecasting
5 2 anomaly detection
Getting started
Getting started
xTorch Installation Guide
migration_guide.md
quickstart_tutorial.md
Installation
Installation
System Dependency Installer Script Documentation
Publications
Publications
Extensive List of Deep Learning Papers for PyTorch Rewrite
Extensive List of Deep Learning Papers for PyTorch Rewrite
Roadmaps
Roadmaps
Transforms Roadmap
Datasets Roadmap
Transforms Roadmap
Tutorials
Tutorials
0 tutorials
Advanced
Advanced
cpp_extensions.md
jit_compilation.md
Basics
Basics
custom_layers.md
Hello World
working_with_tensors.md
Community
Community
Todo
Computer vision
Computer vision
Todo
Debugging
Debugging
Todo
Deployment
Deployment
Todo
From scratch
From scratch
Todo
Fundamentals
Fundamentals
Todo
Hardware
Hardware
Todo
Intermediate
Intermediate
gpu_acceleration.md
mixed_precision.md
Nlp
Nlp
Todo
Reinforcement learning
Reinforcement learning
Todo
Research
Research
Todo
Training optimization
Training optimization
Todo
code_of_conduct.md