Popular repositories Loading

1. Random-Forest-from-scratch Random-Forest-from-scratch Public

   Makes use of decision trees, already covered

   Jupyter Notebook 1

2. Multiclass-ANN-from-scratch Multiclass-ANN-from-scratch Public

   Uses softmax

   Jupyter Notebook 1

3. Iris_Recognition Iris_Recognition Public

   Python

4. Naive-Bayes-from-scratch Naive-Bayes-from-scratch Public

   In this, we use the Naive-Bayes method to calculate the probability of getting head/tail, using the Gamma function us our prior and Bernoulli distribution as the maximum likelihood estimator

   Jupyter Notebook

5. Linear-Regression-from-scratch Linear-Regression-from-scratch Public

   In this, Normal Equations, Gradient Descent, and Stochastic Gradient Descent have been used to carry out linear regression, and comparisons have been made between the different methods

   Jupyter Notebook

6. RidgeLassoRegression-from-scratch RidgeLassoRegression-from-scratch Public

   Polynomial Regression using polynomials of various degree, and surface plotting

   Jupyter Notebook