wenzhenghe7 / Predicting-Bike-Sharing-Trend

Build and train neural network from scratch using only numpy to predict bike sharing trend.

Prediting-Bike-Sharing-Trend

1. Load and prepare data: create dummy variables/standardize target variables/Split data into train/valid/test.
2. Write out the Neural Network structure and training loop only using numpy from scratch.
3. Set hyper parameter and train/valid the model, plot train/valid loss.
4. Use test data to see how well it works and plot the results.