Amazon’s GluonTS is a Deep Learning Framework for Time Series Forecasting

Optimized for PyTorch and MXNet, the framework includes implementations of state of the art deep learning models for time series.

Image Source: analyticssteps.com/blogs/introduction-time-series-analysis-time-series-forecasting-machine-learning-methods-models

I recently started an AI-focused educational newsletter, that already has over 125,000 subscribers. TheSequence is a no-BS (meaning no hype, no news etc) ML-oriented newsletter that takes 5 minutes to read. The goal is to keep you up to date with machine learning projects, research papers and concepts. Please give it a try by subscribing below:

TheSequence

Time series forecasting has been one of the main use cases for machine learning since its early days and, yet, it lags behind other disciplines in terms of technical breakthroughs. Even though time series forecasting hasn’t had a GPT-3 moment, there hasn’t been a lack of innovation in the space. However, most of the deep learning stacks applied to time series forecasting remained confined in research papers and haven’t been packaged into mainstream data science frameworks. GluonTS…