Forecasting models

Various libraries used

1. darts
2. tensorflow -- models were built using LSTMs and Bi-LSTMs
3. tsai -- built on top on fastai

Networks built

Methods tried so far (and to be explored)

Deep learning based models

1. Transformer models for time series forecasting
2. LSTMs and Bi-LSTMs built using Keras
3. tsai built on top on fastai

Tabular models

1. Tabular models for time series forecasting
2. darts
   1. LGBMRegressor
   2. Prophet
   3. and other models available in the libary