Time Series Forecasting for the M5 Competition

Arima, Sarima, LSTM, Prophet, DeepAR, Kats, Granger-causality, Autots

Winning submission for the SAP challenge "Business Analytics meets Generation Z" at hackaTUM 2021. Instasights offers an instant overview of the latest company insights though Instagram-like stories.

With the help of a brand new KATS package, we can detect outliers, change points, and build very strong Time Series Analysis models. By inspecting this repository you can get a solid vision of KATS on real Covid-19 data of Azerbaijan.

Example of different time series forecasting models.

Analysis of time series data from IoT devices

The second attempt at tne multinomial series. Not for commercial use.

This is a project to create a program, running locally in the browser w/o the need for an internet-connection, to create, store and print registration cards for volunteers.

Visualise and Predict stocks using python, streamlit, kats, fbprophet and yfinance

Kats Forecasting in RedisGears functions