Projects
Introduction
These are the projects that you can take inspiration from and try to improve on them. ✍️
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 user’s 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 |