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3d-point-cloud-classification-analysis

The repository performs on analysis on two different SOTA architectures used for 3D point cloud classification and what matters for its performance.

email-spam-classifier

Implemented E-mal Classifier using SVM and Navie Bayes Classifier. SVM was able to achieve a higher accuracy of around 92%.

leetcode

ml-enabled-depression-detection

implemented a system of machine learning models (SVM, CNN, and LSTM) utilizing textual, audio, and video data modalities for detecting depression in patients.

music-title-recommendation-system

Implemented a Music Title Recommendation using three methodology. 1. Model Based Recommendation System using Library called Surprise. 2. Build Auto Encoder to provide recommendations based on the user preferences.

ner-re-with-transformers-odsc2022

Building NER and RE components using HuggingFace Transformers

pp_practice

prasanthbathala.github.io

A beautiful, simple, clean, and responsive Jekyll theme for academics

prasbathala

prasbathala.github.io

topic-classification-for-newsgroup-articles

The repository implements a classic newspaper grouping problem. The main take away from this repo is that, the cleaning of the data, and the subtleties in the implementation of Dimensionality reduction algorithms.