A Very Simple Transformer Encoder for Time Series Forecasting in PyTorch

Занятие 5. Лекция. Attention, transformers! Переломный момент в истории NLP

Chronos: Time series forecasting in the age of pretrained models

Mastering Time Series Forecasting: Build a Transformer Model in Keras - Predict Stock prices

Transformer Attention (Attention is All You Need) Applied to Time Series

Problems in the current research on forecasting with transformers, foundational models, etc.

TOTEM: TOkenized Time Series EMbeddings for General Time Series Analysis

Временные ряды на основе преобразователя с PyTorch (10.3)

How I Finally Understood Self-Attention (With PyTorch)

181 - Многомерное прогнозирование временных рядов с использованием LSTM

Informer from scratch

Informer: Time series Transformer - EXPLAINED!

A Decoder-only Foundation Model For Time-series Forecasting

Building a Vision Transformer Model from Scratch with PyTorch

Visualizing transformers and attention | Talk for TNG Big Tech Day '24

Математика, лежащая в основе Attention: матрицы ключей, запросов и значений

Apple Stock Price Prediction using LSTM | Multivariate Time Series Forecasting using Deep Learning

Что такое модели-трансформеры и как они работают?

Time Series Data Preparation for Deep Learning (LSTM, RNN) models

Arvid Kingl: Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting

Почему «Трансформеры» заменяют CNN?