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Modern PyTorch Guide home page

Official Docs
GitHub
GitHub

Building Models

Community
Forums

NLP & LLMs

Tokenizers
HuggingFace Transformers
Lightning
Text Classification
Language Modeling
LLM Inference
Nlp from scratch
Attention mechanisms

Computer Vision

TorchVision
timm (PyTorch Image Models)
Image Classification
Object Detection
Image Segmentation
Transfer learning
Adversarial examples

Audio & Speech

TorchAudio
Speech Recognition
Audio Classification

Generative Models

Diffusion Basics
HuggingFace Diffusers
Variational Autoencoders
Generative Adversarial Networks
Dcgan

Reinforcement Learning

TorchRL
RL Environments
Policy Gradient Methods
Deep Q-Networks
Ppo
Mario agent

Recommendation Systems

Torchrec intro
Sharding

Video & Multimodal

Video classification
Action recognition

Policy Gradient Methods

Reinforcement Learning

Policy Gradient Methods

REINFORCE, PPO, A2C algorithms

Policy Gradient Methods

Policy optimization, advantage estimation, PPO clipping.

RL Environments Deep Q-Networks

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