Name	Name	Last commit message	Last commit date
Latest commit Preet-Sojitra add(17-GANs): Exercise 9; Denoising AE Dec 27, 2024 5488ec2 · Dec 27, 2024 History 100 Commits
concepts_additional	concepts_additional	add(10-Intro_ANN_Keras): Basic NN, ANN, Perceptron, MLPs, SeqAPI, Fun…	Oct 29, 2023
datasets	datasets	add(13-Loading_Preprocssing_Data_TF): Data API	Jan 7, 2024
decision_tree_images	decision_tree_images	add: decision tree images	Jun 8, 2023
images	images	add(14-Deep_CV_Using_CNN): Implementing Filters and TF implementation	Jan 16, 2024
tmp	tmp	add(10-Intro_ANN_Keras): Basic NN, ANN, Perceptron, MLPs, SeqAPI, Fun…	Oct 29, 2023
.gitignore	.gitignore	add(15-RNNs): Exercise	Apr 14, 2024
01.ipynb	01.ipynb	initial upload	Apr 4, 2023
02-Housing.ipynb	02-Housing.ipynb	initial upload	Apr 4, 2023
03-Classification.ipynb	03-Classification.ipynb	add(03-Classification.ipynb): Multioutput classification and Exercise…	Apr 14, 2023
03-SpamClassifier.ipynb	03-SpamClassifier.ipynb	add(classification): spam classifier	Apr 28, 2023
03-Titanic.ipynb	03-Titanic.ipynb	add(classification): solved titanic dataset to classify whether passe…	Apr 27, 2023
03-Titanic_Submission.csv	03-Titanic_Submission.csv	add(classification): solved titanic dataset to classify whether passe…	Apr 27, 2023
04_1-LinearRegression.ipynb	04_1-LinearRegression.ipynb	add(04_1-LinearRegression): Linear Regression with Regularizations	May 29, 2023
04_2-LogisticRegression.ipynb	04_2-LogisticRegression.ipynb	add(4_2-LogisticRegression): SoftMax Regression withour sklearn	May 31, 2023
05-SupportVectorMachines.ipynb	05-SupportVectorMachines.ipynb	add(05-SVM): Exercise Q-10	Jun 6, 2023
06-Decision_Trees.ipynb	06-Decision_Trees.ipynb	add(06-Decision_Trees): solved Exercise	Jun 9, 2023
07-Ensemble_Learning_and_RandomForest.ipynb	07-Ensemble_Learning_and_RandomForest.ipynb	rename ensembling file to 07 from 7	Oct 29, 2023
08-Dimensionality_Reduction.ipynb	08-Dimensionality_Reduction.ipynb	add(08-Dimensionality_Reduction): Exercises	Jun 17, 2023
09-Unsupervised_Learning.ipynb	09-Unsupervised_Learning.ipynb	add(09-Unsupervised_Learning): Exercises	Jun 26, 2023
10-Introduction_ANN_Keras.ipynb	10-Introduction_ANN_Keras.ipynb	add(10-Intro_ANN_Keras): completed with exercise	Dec 14, 2023
11-Training_Deep_Neural_Network.ipynb	11-Training_Deep_Neural_Network.ipynb	add(12-Custom_Models_&_Training_with_TF): add custom loss function	Jan 2, 2024
12-Custom_Models_&_Training_with_Tensorflow.ipynb	12-Custom_Models_&_Training_with_Tensorflow.ipynb	add(12-Custom_Models_&_Training_with_TF): add exercise question 13	Jan 7, 2024
13-Loading_n_Preprocessing_Data_with_TF.ipynb	13-Loading_n_Preprocessing_Data_with_TF.ipynb	add(13-Loading_Preprocssing_Data_TF): solve exercise	Jan 13, 2024
14-Deep_CV_Using_CNN.ipynb	14-Deep_CV_Using_CNN.ipynb	fix(14-Deep_CV_Using_CNN): Output error	Feb 22, 2024
15-Processing_Sequences_Using_RNN_n_CNN.ipynb	15-Processing_Sequences_Using_RNN_n_CNN.ipynb	add(15-RNNs): Exercises	Mar 10, 2024
15_1_BachLikeChoraleGen.ipynb	15_1_BachLikeChoraleGen.ipynb	add(15-RNNs): Exercise	Apr 14, 2024
16-1-Embedded_Reber_Grammer.ipynb	16-1-Embedded_Reber_Grammer.ipynb	add(16-NLP_with_RNN_n_Attention): reber grammer classification	Jul 27, 2024
16-2-Convert_Date_Enc_Dec.ipynb	16-2-Convert_Date_Enc_Dec.ipynb	add(16-NLP_with_RNN_n_Attention): start with exercise-2	Jul 28, 2024
16-NLP_with_RNNs_n_Attention.ipynb	16-NLP_with_RNNs_n_Attention.ipynb	add(16-NLP_with_RNN_n_Attention): Multi-Head Attention Architecture	Apr 4, 2024
17-Representation_Learn_gen_lern_AE_GANs.ipynb	17-Representation_Learn_gen_lern_AE_GANs.ipynb	add(17-GANs): AutoEncoders and GANs)	Dec 24, 2024
17_1-DenoisingAE.ipynb	17_1-DenoisingAE.ipynb	add(17-GANs): Exercise 9; Denoising AE	Dec 27, 2024
README.md	README.md	add README	Mar 3, 2024
Resources.md	Resources.md	initial upload	Apr 4, 2023
person.desc	person.desc	add(13-Loading_Preprocssing_Data_TF): More on TFRecord	Jan 9, 2024
person.proto	person.proto	add(13-Loading_Preprocssing_Data_TF): More on TFRecord	Jan 9, 2024
person_pb2.py	person_pb2.py	add(13-Loading_Preprocssing_Data_TF): More on TFRecord	Jan 9, 2024

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HandsOn Machine Learning with Scikit-Learn, Keras, and TensorFlow

This repository contains the code and notebooks for machine learning and deep learning models that I learn daily. It contains algorithms and projects also.

I will keep updating this repository on daily basis.

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HandsOn Machine Learning with Scikit-Learn, Keras, and TensorFlow

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