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Roadmap

Roadmap

Team mission

Develop a domain agnostic deep learning for time series forecasting, classification, and anomaly detection framework and leverage it solve pressing problems in health, climate, agriculture, and other high impact humanitarian areas.

Project information

Roadmap overview

As explained above we have two major focuses: (1) general repository enhancements that can be applied to any time series problem and (2) vertical impact focus areas that can aim to tackle a specific issue (e.g. COVID spread, flash flood prediction…).

Sep2020OctNovDecJan2021FebMarAprMayJunClimate Paper Due NeuripsICML Paper Due
Core Repo
COVID-19
Climate

Feature 1

Feature 2

Meta-Data Model Enhancements

Benchmarking

Adding new models

COVID Model Finalization

COVID Dashboard Development

Feature 3

River flow dataset V1