In this repository, major machine learning and deep learning algorithms are implemented from scratch. From scratch meaning without using external machine learning libraries. All of the below mentioned algorithms are implemented in Python, Linear Regression is also implemented in C++. The API structure is similar to the Scikit-Learn library and Tensorflow Keras API.

pip install AgainML

1. MinMax Scaler
2. Standard Scaler

1. Linear Regression
2. K-nearest Neighbours
3. Support Vector Machine
4. Artificial Neural Networks

1. K-Means Clustering
2. Mean Shift Clustering

Neural Networks added with ReLU, Softmax Activations and Categorical Cross Entropy losses, and Optimizers such as SGD, Adam.

To use this implementation:

pip install open-nn-python