From a81e3a992d36d41285e080f1c8f9ccd09b85feb9 Mon Sep 17 00:00:00 2001 From: Derek Holloway Date: Wed, 18 Feb 2026 17:35:55 -0800 Subject: [PATCH] Finalize up the AI Trainer --- WebServer/AIPython/ai-predictor.py | 5 +- WebServer/AIPython/ai-trainer.py | 46 ++- WebServer/AIPython/data/model.keras | Bin 92792 -> 95240 bytes WebServer/AIPython/data/stocks.preview.csv | 402 ++++++++++----------- 4 files changed, 232 insertions(+), 221 deletions(-) diff --git a/WebServer/AIPython/ai-predictor.py b/WebServer/AIPython/ai-predictor.py index 5573d52a..a1a93e91 100644 --- a/WebServer/AIPython/ai-predictor.py +++ b/WebServer/AIPython/ai-predictor.py @@ -39,4 +39,7 @@ def Predict(): print(f"Predicted Target_Close: {flat_predictions}") - return json.dumps(flat_predictions) \ No newline at end of file + return json.dumps(flat_predictions) + +if __name__ == "__main__": + Predict() \ No newline at end of file diff --git a/WebServer/AIPython/ai-trainer.py b/WebServer/AIPython/ai-trainer.py index ebc90d83..c4e289ee 100644 --- a/WebServer/AIPython/ai-trainer.py +++ b/WebServer/AIPython/ai-trainer.py @@ -7,16 +7,23 @@ os.environ["CUDA_VISIBLE_DEVICES"] = "-1" from sklearn.model_selection import train_test_split from keras import Sequential, layers, optimizers, losses -def TrainAI(): - # Pull New Data - datapuller.pull() +def TrainAI(include_pull): - # Get the CWD for pathing due to being called from C# now + if (include_pull): + # Pull New Data + datapuller.pull() + + # Get the CWD for pathing due to being called from C# SCRIPT_DIR = os.path.dirname(os.path.abspath(__file__)) DATA_DIR = os.path.join(SCRIPT_DIR, "data") # Load the dataset dataset = pd.read_parquet(os.path.join(DATA_DIR, "stocks.parquet")) + + # Replace Infinity with 0 -> This fixes the AI mental breakdown + dataset['Volume_Chg'] = dataset['Volume_Chg'].replace([np.inf, -np.inf], 0) + + # Remove indicators and set the target X = dataset.drop('Target_Close', axis=1) X = dataset.drop('Target_Direction', axis=1) Y = dataset['Target_Close'] @@ -31,8 +38,8 @@ def TrainAI(): normalizer = layers.Normalization(axis=-1) normalizer.adapt(np.array(train_features)) - # Start with a linear model - dnn_linear_model = Sequential([ + # Create the DNN + dnn_model = Sequential([ layers.Input(shape=(train_features.shape[1],)), # Load the feature count dynamically normalizer, layers.Dense(64, activation='elu'), @@ -41,28 +48,26 @@ def TrainAI(): ]) # Configure the model - dnn_linear_model.compile( - optimizer=optimizers.Adam(learning_rate=0.0001, clipvalue=1.0), + dnn_model.compile( + optimizer=optimizers.Adam(learning_rate=0.00001, clipvalue=1.0), loss=losses.Huber() ) # Show the summary before training the model - dnn_linear_model.summary() + dnn_model.summary() # Train the model - Training_Data = dnn_linear_model.fit( + Training_Data = dnn_model.fit( train_features, train_labels, batch_size=64, - epochs=100, - # Show progress - verbose=1, - # Calculate validation results on 20% of the training data. - validation_split = 0.2 + epochs=39, # Tuned to the point before overfitting + verbose=1, # Show progress + validation_split = 0.2 # Calculate validation results on 20% of the training data. ) # Predict - test_predictions = dnn_linear_model.predict(test_features).flatten() + test_predictions = dnn_model.predict(test_features).flatten() a = plt.axes(aspect='equal') plt.scatter(test_labels, test_predictions) plt.xlabel('True Values') @@ -73,11 +78,14 @@ def TrainAI(): _ = plt.plot(lims, lims) - test_results = dnn_linear_model.evaluate( + # Current Test Results: 1.221876300405711e-05 + test_results = dnn_model.evaluate( test_features, test_labels, verbose=0 ) - print(f"Test Results: {test_results}") # Save the model - dnn_linear_model.save(os.path.join(DATA_DIR, "model.keras")) \ No newline at end of file + dnn_model.save(os.path.join(DATA_DIR, "model.keras")) + +if __name__ == "__main__": + TrainAI(False) \ No newline at end of file diff --git a/WebServer/AIPython/data/model.keras 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