ML_practice-codes

Personal Repo for machine learning practice.

Update: Currently occupied with another project

Name		Name	Last commit message	Last commit date
Latest commit History 72 Commits
Python Weekend Boredom		Python Weekend Boredom
gradient descent		gradient descent
.gitignore		.gitignore
Activation_Function.ipynb		Activation_Function.ipynb
Batch_Stochastic_training.ipynb		Batch_Stochastic_training.ipynb
Cholesky_Decomposition.ipynb		Cholesky_Decomposition.ipynb
CtCI-6th-Edition-Python-e6bc732588601d0a98e5b1bc44d83644b910978d.zip		CtCI-6th-Edition-Python-e6bc732588601d0a98e5b1bc44d83644b910978d.zip
Data_Collection.ipynb		Data_Collection.ipynb
Different_layers_in_Neural_Network.ipynb		Different_layers_in_Neural_Network.ipynb
Different_layers_in_Neural_Network_1D_and_2D_emulated_data.ipynb		Different_layers_in_Neural_Network_1D_and_2D_emulated_data.ipynb
ElasticNet_Regression.ipynb		ElasticNet_Regression.ipynb
IRIS_Setosa.ipynb		IRIS_Setosa.ipynb
KNN.ipynb		KNN.ipynb
Kernel_Trick.ipynb		Kernel_Trick.ipynb
LICENSE		LICENSE
Lasso_and_Ridge_regression.ipynb		Lasso_and_Ridge_regression.ipynb
Linear_Regression_using_Tensorflow_methods.ipynb		Linear_Regression_using_Tensorflow_methods.ipynb
Linear_SVM_to_regression.ipynb		Linear_SVM_to_regression.ipynb
Linear_SVMs.ipynb		Linear_SVMs.ipynb
Logistic_Regression.ipynb		Logistic_Regression.ipynb
Loss_function.ipynb		Loss_function.ipynb
Loss_functions_in_linear_regression.ipynb		Loss_functions_in_linear_regression.ipynb
Matrix_Inverse_Method_LinReg.ipynb		Matrix_Inverse_Method_LinReg.ipynb
Ml_Pipelining.ipynb		Ml_Pipelining.ipynb
Model_Evaluation.ipynb		Model_Evaluation.ipynb
Multiclass_SVM.ipynb		Multiclass_SVM.ipynb
Multiple Layers.ipynb		Multiple Layers.ipynb
NLP_BOW.ipynb		NLP_BOW.ipynb
NN logistic regression.ipynb		NN logistic regression.ipynb
NN_activation_functions_and_gates.ipynb		NN_activation_functions_and_gates.ipynb
NN_gates.ipynb		NN_gates.ipynb
Nearest_Neighbors_TF.ipynb		Nearest_Neighbors_TF.ipynb
Nonlinear_SVM_on_IRIS.ipynb		Nonlinear_SVM_on_IRIS.ipynb
One_Hidden_Layer_NN.ipynb		One_Hidden_Layer_NN.ipynb
Operations_with_tensorboard_graph.ipynb		Operations_with_tensorboard_graph.ipynb
README.md		README.md
Tensor_operations_broadcasting.ipynb		Tensor_operations_broadcasting.ipynb
Tensorflow beginning.ipynb		Tensorflow beginning.ipynb
Tensorflow_operations.ipynb		Tensorflow_operations.ipynb
Tensorflow_placeholders.ipynb		Tensorflow_placeholders.ipynb
Tf_tensors.ipynb		Tf_tensors.ipynb
Total_Regression.ipynb		Total_Regression.ipynb
Working_with_Matrices.ipynb		Working_with_Matrices.ipynb
_config.yml		_config.yml
first_steps_with_tensor_flow.ipynb		first_steps_with_tensor_flow.ipynb
intro_to_pandas.ipynb		intro_to_pandas.ipynb
principal_component_analysis_.ipynb		principal_component_analysis_.ipynb
synthetic_features_and_outliers.ipynb		synthetic_features_and_outliers.ipynb

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