metadata
library_name: keras
tags:
- lstm
- stock prices
Model description
This is a model to predict Apple stock prices.
Intended uses & limitations
This models is intented to be used in the following project:
Training and evaluation data
The training and evaluation data is the obtained using the pandas_datareader from the yahoo finance data between 2013-01-01 and 2023-04-05. The data was split into a 80:20 ratio for training and evaluation, respectively.
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
| Hyperparameters | Value |
|---|---|
| name | Adam |
| weight_decay | None |
| clipnorm | None |
| global_clipnorm | None |
| clipvalue | None |
| use_ema | False |
| ema_momentum | 0.99 |
| ema_overwrite_frequency | None |
| jit_compile | False |
| is_legacy_optimizer | False |
| learning_rate | 0.0010000000474974513 |
| beta_1 | 0.9 |
| beta_2 | 0.999 |
| epsilon | 1e-07 |
| amsgrad | False |
| training_precision | float32 |
Model Plot
View Model Plot
