├── .idea └── vcs.xml ├── A few useful things to know about machine learning.pdf ├── Classification_Using_keras.py ├── ClimateChange_MonthlyStart.csv ├── ClimateChange_Prediction.ipynb ├── Feed_Forward.py ├── Gradient_Descent.py ├── ImageRecognition.ipynb ├── Logistic_Regression_Keras.ipynb ├── Mean_Squared_Error.py ├── Multilayer_Neural_Networks.py ├── Purchase prediction_DL.ipynb ├── README.md ├── Regresison_Using_Keras_NN.py ├── SGD_ADAM_MNIST.py ├── Stochastic_Gradient_Descent_With_LearningRates.py ├── Time Series Prediction.ipynb ├── USD_INR.csv ├── cps.csv ├── gender_submission.csv ├── keras.py ├── model1_vs_model2_plotting.py ├── model1_vs_model2_vs_model3.py ├── optimization_earlystopping_validation.py ├── script.ipynb ├── test.csv ├── train.csv └── usd_to_inr_models.ipynb /.idea/vcs.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/.idea/vcs.xml -------------------------------------------------------------------------------- /A few useful things to know about machine learning.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/A few useful things to know about machine learning.pdf -------------------------------------------------------------------------------- /Classification_Using_keras.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/Classification_Using_keras.py -------------------------------------------------------------------------------- /ClimateChange_MonthlyStart.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/ClimateChange_MonthlyStart.csv -------------------------------------------------------------------------------- /ClimateChange_Prediction.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/ClimateChange_Prediction.ipynb -------------------------------------------------------------------------------- /Feed_Forward.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/Feed_Forward.py -------------------------------------------------------------------------------- /Gradient_Descent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/Gradient_Descent.py -------------------------------------------------------------------------------- /ImageRecognition.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/ImageRecognition.ipynb -------------------------------------------------------------------------------- /Logistic_Regression_Keras.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/Logistic_Regression_Keras.ipynb -------------------------------------------------------------------------------- /Mean_Squared_Error.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/Mean_Squared_Error.py -------------------------------------------------------------------------------- /Multilayer_Neural_Networks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/Multilayer_Neural_Networks.py -------------------------------------------------------------------------------- /Purchase prediction_DL.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/Purchase prediction_DL.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/README.md -------------------------------------------------------------------------------- /Regresison_Using_Keras_NN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/Regresison_Using_Keras_NN.py -------------------------------------------------------------------------------- /SGD_ADAM_MNIST.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/SGD_ADAM_MNIST.py -------------------------------------------------------------------------------- /Stochastic_Gradient_Descent_With_LearningRates.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/Stochastic_Gradient_Descent_With_LearningRates.py -------------------------------------------------------------------------------- /Time Series Prediction.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/Time Series Prediction.ipynb -------------------------------------------------------------------------------- /USD_INR.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/USD_INR.csv -------------------------------------------------------------------------------- /cps.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/cps.csv -------------------------------------------------------------------------------- /gender_submission.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/gender_submission.csv -------------------------------------------------------------------------------- /keras.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/keras.py -------------------------------------------------------------------------------- /model1_vs_model2_plotting.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/model1_vs_model2_plotting.py -------------------------------------------------------------------------------- /model1_vs_model2_vs_model3.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/model1_vs_model2_vs_model3.py -------------------------------------------------------------------------------- /optimization_earlystopping_validation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/optimization_earlystopping_validation.py -------------------------------------------------------------------------------- /script.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/script.ipynb -------------------------------------------------------------------------------- /test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/test.csv -------------------------------------------------------------------------------- /train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/train.csv -------------------------------------------------------------------------------- /usd_to_inr_models.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neelabhpant/Deep-Learning-in-Python/HEAD/usd_to_inr_models.ipynb --------------------------------------------------------------------------------