Time Series with PyTorch
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Time Series with PyTorch
Modern Deep Learning Toolkit for Real-World Forecasting Challenges
Davidson, Graeme; Ma, Lei
Packt Publishing Limited
01/2025
Mole
9781805128182
Pré-lançamento - envio 15 a 20 dias após a sua edição
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Table of Contents
Introduction: Time series for everyone
The Challenge of Time Series
Evaluation Time Series Models
Pytorch Fundamentals
Simple Neural Architectures
Optimisation
Conformal Prediction
Sequential models
Transformers
Other Neural Structures
Transfer Learning
Synthetic data
Diffusion models
TS classification
TS clustering
Embeddings for TS
Supervised approach
Unsupervised approach
Introduction: Time series for everyone
The Challenge of Time Series
Evaluation Time Series Models
Pytorch Fundamentals
Simple Neural Architectures
Optimisation
Conformal Prediction
Sequential models
Transformers
Other Neural Structures
Transfer Learning
Synthetic data
Diffusion models
TS classification
TS clustering
Embeddings for TS
Supervised approach
Unsupervised approach
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Table of Contents
Introduction: Time series for everyone
The Challenge of Time Series
Evaluation Time Series Models
Pytorch Fundamentals
Simple Neural Architectures
Optimisation
Conformal Prediction
Sequential models
Transformers
Other Neural Structures
Transfer Learning
Synthetic data
Diffusion models
TS classification
TS clustering
Embeddings for TS
Supervised approach
Unsupervised approach
Introduction: Time series for everyone
The Challenge of Time Series
Evaluation Time Series Models
Pytorch Fundamentals
Simple Neural Architectures
Optimisation
Conformal Prediction
Sequential models
Transformers
Other Neural Structures
Transfer Learning
Synthetic data
Diffusion models
TS classification
TS clustering
Embeddings for TS
Supervised approach
Unsupervised approach
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
