Overview

This Repository contains an overview of time series forecasting methods, mainly utilizing neural networks.

Data

• DailyDelhiClimate.csv: Primary dataset used by this project, contains temperature and humidity data for several years of Delhi weather

Notebooks

• Neural Network Forecast-LSTM: Notebook containing data windowing and forecasting implemented with a DNN and LSTM

Utilities

• data_manipulation.py: Primary utility file containing data windowing methods used prior to model training