Time Series with PyTorch

Preface

Temporally embedded data is fundamental to our world; it tells us about what has been, why it has been and what it may become. You see it everywhere, from the melodies of your favorite musician/composer and the neural activity in your brain to the energy powering your computer and the critical supply chain supplying your food. Often, people only see them when something bad is happening, e.g., a financial crash, average global temperature increases, COVID-19 cases, and hospital beds. On the opposite side of dualism, we see life expectancy increasing, poverty decreasing, literacy increasing, and an abundance of food supply. More information is available to us than ever before to explain our lives and environments, and with that data, we ...