Name		Name	Last commit message	Last commit date
Latest commit History 52 Commits
Default_Fin.csv		Default_Fin.csv
GDP_local.csv		GDP_local.csv
LICENSE		LICENSE
README.md		README.md
boston.csv		boston.csv
ep100_ChatGPT.ipynb		ep100_ChatGPT.ipynb
ep11_yfinanceAPI.ipynb		ep11_yfinanceAPI.ipynb
ep121_10KItem1_Tesla.txt		ep121_10KItem1_Tesla.txt
ep121_10KItem1_Tricida.txt		ep121_10KItem1_Tricida.txt
ep121_BERT.ipynb		ep121_BERT.ipynb
ep122_10KItem1_Tesla.txt		ep122_10KItem1_Tesla.txt
ep122_10KItem1_Tricida.txt		ep122_10KItem1_Tricida.txt
ep122_Longformer.ipynb		ep122_Longformer.ipynb
ep123_pytorch2024_NeuralNetwork.ipynb		ep123_pytorch2024_NeuralNetwork.ipynb
ep124_pytorch2024_EarlyStopping.ipynb		ep124_pytorch2024_EarlyStopping.ipynb
ep12_CleanupDataWithPandas_hmda.ipynb		ep12_CleanupDataWithPandas_hmda.ipynb
ep132_pytorch2024_FacialRecognition_DetectFaces.ipynb		ep132_pytorch2024_FacialRecognition_DetectFaces.ipynb
ep17_Keras_Sequential.ipynb		ep17_Keras_Sequential.ipynb
ep18_Keras_FunctionalAPI.ipynb		ep18_Keras_FunctionalAPI.ipynb
ep19_SupervisedLearning.ipynb		ep19_SupervisedLearning.ipynb
ep20_TimeSeries_Introduction.ipynb		ep20_TimeSeries_Introduction.ipynb
ep21_TimeSeries_MLP.ipynb		ep21_TimeSeries_MLP.ipynb
ep23_TimeSeries_LSTM.ipynb		ep23_TimeSeries_LSTM.ipynb
ep23b_TimeSeries_LSTM_MLP.ipynb		ep23b_TimeSeries_LSTM_MLP.ipynb
ep25_LinearRegressionWithPython.ipynb		ep25_LinearRegressionWithPython.ipynb
ep26_Causality_DifferencesInDifferences.ipynb		ep26_Causality_DifferencesInDifferences.ipynb
ep27_Causality_SyntheticControl.ipynb		ep27_Causality_SyntheticControl.ipynb
ep28_Eigenvectors.ipynb		ep28_Eigenvectors.ipynb
ep29_PCA.ipynb		ep29_PCA.ipynb
ep30_DimensionalityReduction.ipynb		ep30_DimensionalityReduction.ipynb
ep31_MostPowerfulMarvelCharacter.ipynb		ep31_MostPowerfulMarvelCharacter.ipynb
ep36_FraudDetectionWithPCA.ipynb		ep36_FraudDetectionWithPCA.ipynb
ep39_FraudDetectionWithAutoencoder.ipynb		ep39_FraudDetectionWithAutoencoder.ipynb
ep40_VAE.ipynb		ep40_VAE.ipynb
ep41_FraudDetectionWithVAE.ipynb		ep41_FraudDetectionWithVAE.ipynb
ep43_FirstGANExample.ipynb		ep43_FirstGANExample.ipynb
ep53_RI_RoboTrader.ipynb		ep53_RI_RoboTrader.ipynb
ep57_GeneticAlgorithm_NeuralNetwork_2layer_Boston.ipynb		ep57_GeneticAlgorithm_NeuralNetwork_2layer_Boston.ipynb
ep5_UsingJupyter.ipynb		ep5_UsingJupyter.ipynb
ep63_SHAP_MNIST.ipynb		ep63_SHAP_MNIST.ipynb
ep64_SHAP_BostonHousing.ipynb		ep64_SHAP_BostonHousing.ipynb
ep65_LIME_BostonHousing.ipynb		ep65_LIME_BostonHousing.ipynb
ep67_TF2_GradientTape.ipynb		ep67_TF2_GradientTape.ipynb
ep6_UsingSpyder.py		ep6_UsingSpyder.py
ep83_XGBoost.ipynb		ep83_XGBoost.ipynb
ep83a_WorldCup.ipynb		ep83a_WorldCup.ipynb
ep83a_fifa_ranking-2022-10-06.csv		ep83a_fifa_ranking-2022-10-06.csv
ep83a_goalscorers.csv		ep83a_goalscorers.csv
ep83a_results.csv		ep83a_results.csv
ep83a_shootouts.csv		ep83a_shootouts.csv
ep83b_WorldCup_QuarterFinal.ipynb		ep83b_WorldCup_QuarterFinal.ipynb
ep8_GoogleColab_GettingStarted.ipynb		ep8_GoogleColab_GettingStarted.ipynb
ep93_10KItem1_1.txt		ep93_10KItem1_1.txt
ep93_10KItem1_2.txt		ep93_10KItem1_2.txt
ep93_20210208_10-K_edgar_data_1318605_0001564590-21-004599.txt		ep93_20210208_10-K_edgar_data_1318605_0001564590-21-004599.txt
ep93_20210226_10-K_edgar_data_1595585_0001595585-21-000046.txt		ep93_20210226_10-K_edgar_data_1595585_0001595585-21-000046.txt
ep9_PythonCrashCourse.ipynb		ep9_PythonCrashCourse.ipynb
income_evaluation4.csv		income_evaluation4.csv
public2.csv		public2.csv
pytorch_sampledata.csv		pytorch_sampledata.csv
smoking.csv		smoking.csv

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