├── README.md ├── Week10 - GradBoost.ipynb ├── Week10 - Random Forest.ipynb ├── Week11 K-Means clustering.ipynb ├── Week12 - ANN.ipynb ├── Week2 - Linear regression.ipynb ├── Week3 - Polynomial regression.ipynb ├── Week3 - Regularised regression.ipynb ├── Week4 - Least square classification.ipynb ├── Week4 - Perceptron.ipynb ├── Week5 - Logistic regression.ipynb ├── Week6 - Naive Bayes.ipynb ├── Week7 - Softmax regression.ipynb ├── Week7 - KNN.ipynb ├── Week8 - SVM.ipynb └── Week9 - Decision trees.ipynb /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/esviswajith95/MLT/HEAD/README.md -------------------------------------------------------------------------------- /Week10 - GradBoost.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/esviswajith95/MLT/HEAD/Week10 - GradBoost.ipynb -------------------------------------------------------------------------------- /Week10 - Random Forest.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/esviswajith95/MLT/HEAD/Week10 - Random Forest.ipynb -------------------------------------------------------------------------------- /Week11 K-Means clustering.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/esviswajith95/MLT/HEAD/Week11 K-Means clustering.ipynb -------------------------------------------------------------------------------- /Week12 - ANN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/esviswajith95/MLT/HEAD/Week12 - ANN.ipynb -------------------------------------------------------------------------------- /Week2 - Linear regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/esviswajith95/MLT/HEAD/Week2 - Linear regression.ipynb -------------------------------------------------------------------------------- /Week3 - Polynomial regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/esviswajith95/MLT/HEAD/Week3 - Polynomial regression.ipynb -------------------------------------------------------------------------------- /Week3 - Regularised regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/esviswajith95/MLT/HEAD/Week3 - Regularised regression.ipynb -------------------------------------------------------------------------------- /Week4 - Least square classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/esviswajith95/MLT/HEAD/Week4 - Least square classification.ipynb -------------------------------------------------------------------------------- /Week4 - Perceptron.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/esviswajith95/MLT/HEAD/Week4 - Perceptron.ipynb -------------------------------------------------------------------------------- /Week5 - Logistic regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/esviswajith95/MLT/HEAD/Week5 - Logistic regression.ipynb -------------------------------------------------------------------------------- /Week6 - Naive Bayes.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/esviswajith95/MLT/HEAD/Week6 - Naive Bayes.ipynb -------------------------------------------------------------------------------- /Week7 - Softmax regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/esviswajith95/MLT/HEAD/Week7 - Softmax regression.ipynb -------------------------------------------------------------------------------- /Week7 - KNN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/esviswajith95/MLT/HEAD/Week7 - KNN.ipynb -------------------------------------------------------------------------------- /Week8 - SVM.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/esviswajith95/MLT/HEAD/Week8 - SVM.ipynb -------------------------------------------------------------------------------- /Week9 - Decision trees.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/esviswajith95/MLT/HEAD/Week9 - Decision trees.ipynb --------------------------------------------------------------------------------