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Projects

Introduction

These are the projects that you can take inspiration from and try to improve on them. ✍️

Number of Projects

Github Google Collab

List of projects

Natural Language processing (NLP)

Title Description Source Author
Text Classification with Facebook fasttext Building the User Review Model with fastText (Text Classification) with response time of less than one second Github Kuldeep Singh Sidhu
Chat-bot using ChatterBot ChatterBot is a Python library that makes it easy to generate automated responses to a user’s input. Github Kuldeep Singh Sidhu
Text Summarizer Comparing state of the art models for text summary generation Github Google Collab Kuldeep Singh Sidhu
NLP with Spacy Building NLP pipeline using Spacy Github Kuldeep Singh Sidhu

Recommendation Engine

Title Description Source Author
Recommendation Engine with Surprise Comparing different recommendation systems algorithms like SVD, SVDpp (Matrix Factorization), KNN Baseline, KNN Basic, KNN Means, KNN ZScore), Baseline, Co Clustering Github Google Collab Kuldeep Singh Sidhu

Image Processing

Title Description Source Author
Facial Landmarks Using Dlib, a library capable of giving you 68 points (land marks) of the face. Github Kuldeep Singh Sidhu

Reinforcement Learning

Title Description Source Author
Google Dopamine Dopamine is a research framework for fast prototyping of reinforcement learning algorithms. Github Google Collab Kuldeep Singh Sidhu
Tic Tac Toe Training a computer to play Tic Tac Toe using reinforcement learning algorithms. Github Google Collab Kuldeep Singh Sidhu

Others

Title Description Source Author
TensorFlow Eager Execution Eager Execution (EE) enables you to run operations immediately. Github Google Collab Kuldeep Singh Sidhu