- Modeled a multilayer perceptron using only the Numpy library in Python.
- Implemented backtracking as well as activation functions such as sigmoid, tanh and ReLu.
- Performed functions like one hot encoding without the use of Scikit-Learn library.
- Also developed a KNN model from scratch