Projects
Introduction
These are the projects that you can take inspiration from and try to improve on them. βοΈ
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Popular Sources
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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 |  | Kuldeep Singh Sidhu |
Chat-bot using ChatterBot | ChatterBot is a Python library that makes it easy to generate automated responses to a userβs input. |  | Kuldeep Singh Sidhu |
Text Summarizer | Comparing state of the art models for text summary generation |  | Kuldeep Singh Sidhu |
NLP with Spacy | Building NLP pipeline using Spacy |  | 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 |  | 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. |  | Kuldeep Singh Sidhu |
Reinforcement Learning
Title | Description | Source | Author |
Google Dopamine | Dopamine is a research framework for fast prototyping of reinforcement learning algorithms. |  | Kuldeep Singh Sidhu |
Tic Tac Toe | Training a computer to play Tic Tac Toe using reinforcement learning algorithms. |  | Kuldeep Singh Sidhu |
Others
Title | Description | Source | Author |
TensorFlow Eager Execution | Eager Execution (EE) enables you to run operations immediately. |  | Kuldeep Singh Sidhu |