├── 00-linear_regression_from_scratch.ipynb ├── 01-k-means_from_scratch.ipynb ├── 02-knn_from_scratch.ipynb ├── 03-decision_tree_from_scratch.ipynb ├── 04-logistic_regression_from_scratch.ipynb ├── 05-Matrix_factorization_and_NN_PyTorch.ipynb ├── README.md └── data ├── data_banknote_authentication.txt └── iris.data.txt /00-linear_regression_from_scratch.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neerjad/MachineLearning/HEAD/00-linear_regression_from_scratch.ipynb -------------------------------------------------------------------------------- /01-k-means_from_scratch.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neerjad/MachineLearning/HEAD/01-k-means_from_scratch.ipynb -------------------------------------------------------------------------------- /02-knn_from_scratch.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neerjad/MachineLearning/HEAD/02-knn_from_scratch.ipynb -------------------------------------------------------------------------------- /03-decision_tree_from_scratch.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neerjad/MachineLearning/HEAD/03-decision_tree_from_scratch.ipynb -------------------------------------------------------------------------------- /04-logistic_regression_from_scratch.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neerjad/MachineLearning/HEAD/04-logistic_regression_from_scratch.ipynb -------------------------------------------------------------------------------- /05-Matrix_factorization_and_NN_PyTorch.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neerjad/MachineLearning/HEAD/05-Matrix_factorization_and_NN_PyTorch.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neerjad/MachineLearning/HEAD/README.md -------------------------------------------------------------------------------- /data/data_banknote_authentication.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neerjad/MachineLearning/HEAD/data/data_banknote_authentication.txt -------------------------------------------------------------------------------- /data/iris.data.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neerjad/MachineLearning/HEAD/data/iris.data.txt --------------------------------------------------------------------------------