Coders Packet

Packets submitted by Viraj Nayak

Chatbots using Seq2Seq model with Keras in Python

In this project, we will implement the seq2se2 and create chatbots by training the seq2seq model on three datasets.

Search for a Packet on Coders Packet with BeautifulSoup, Tkinter and Pyinstaller in Python

In this project, we will use beautiful soup to search for packets using a user-defined keyword. We will then create a GUI using Tkinter for the same and convert it to an executable(.exe) file.

Hyperparameter Tuning with Scikit-Optimize and Hyperopt in Python

This packet contains an overview of different hyperparameter tuning methods in the Scikit-Optimize and Hyperopt libraries.

Feature Selection using scikit-learn, Feature-engine and Mlxtend in Python

An overview of different feature selection methods in Sklearn, Feature-engine and Mlxtend libraries.

Handling Imbalanced Data using imbalance-learn in Python

An overview of different undersampling and oversampling methods in the imbalance-learn library for handling imbalanced data.