This repository contains implementation of the basic algorithms: Linear Regression, Customized ANN, Gradient Descent, CNN for classification, NLP, RNN, and Time Series Analysis. with some of the well-known datasets found on the web. The 'path' should be corrected according to directory of the desginated dataset folder. Some of the pretrained weights are provided.
***Dataset Folder can be acquired from here ***
Requirements
- torch
- numpy
- pandas
- matplotlib
- seaborn
- sklearn
- os
- PIL