()
| 207 | |
| 208 | |
| 209 | def main(): |
| 210 | # step 1: get the data and define all the usual variables |
| 211 | Xtrain, Xtest, Ytrain, Ytest = get_normalized_data() |
| 212 | |
| 213 | ann = ANN([500, 300]) |
| 214 | ann.fit(Xtrain, Ytrain, Xtest, Ytest, show_fig=True) |
| 215 | |
| 216 | print("Train accuracy:", ann.score(Xtrain, Ytrain)) |
| 217 | print("Test accuracy:", ann.score(Xtest, Ytest)) |
| 218 | |
| 219 | |
| 220 | if __name__ == '__main__': |
no test coverage detected