Praatibh Surana's repositories
Hinglish_Hindi_WSD
A pipeline for transliteration, spell correction, POS tagging and word sense disambiguation of Hinglish code mixed data to Hindi Devanagari script.
Machine-Learning-Engineering-for-Production
A repository for the Machine Learning Engineering for Production Specialization provided by Deeplearning.ai .
Android_Studio
XML and Java codes for various fundamental functionalities of Android Sutdio.
DWDM-Project
Comparing results of various algorithms on an email spam classification task for a college mini project.
Competitive-Coding
This repository consists of solutions to competitive coding questions from the Hackerrank Interview Preparation Kit. The questions have all been solved (hopefully) in either Java or Python.
Farmera-v1.1.1
This app was made for farmers.
Natural_Language_Processing
Python codes to implement fundamental algorithms and techniques associated with Natural Language Processing.
Reinforcement-Learning-Fundamentals
This repo consists of all the Python notebooks that are part of the Coursera specialization for Reinforcement Learning.
SherlockHomes-v1.1.1
This is a web application for apartment listings in Manipal.
Unsupervised-Topic-Modeling
A project on unsupervised topic modeling of garage reviews.
Android-payment-using-UPI
A simple android application to illustrate how UPI payments can be integrated.
Breast-Cancer-Prediction-SVM
A SVM classifier coded in Python using Scikit-Learn to classify whether a patient's tumor is malignant or benign.
Car-Price-Prediction-with-Deployment
A simple random forest model to predict car prices. The purpose of this repo was to showcase the use of flask for deployment.
Deep-Learning
Consists of Jupyter notebooks coded in Python involving various neural network based projects and a few important research papers to study from and get a grasp of deep learning
Deep_Learning_Projects
Simple projects to implement basic neural network architectures like CNNs and LSTMs/GRUs.
Face_Mask_Detection
A Python project making use of OpenCV and Haar-Cascade classifier to predict whether or not a person is wearing a mask.
Flutter_Projects
Basic projects to understand Flutter UI and use of Flutter dev tools.
GANs-in-Pytorch
Implementing various GAN Architectures in PyTorch.
indic_tagger
Indian Language Tagger and Chunker (Hindi, Telugu, Tamil, Marathi, Punjabi, Kanada, Malayalam, Urdu, Bengali)
nlp-for-hindi
State of the Art Language models and Classifier for Hindi language (spoken in Indian sub-continent)
pyiwn
A Python based API to access Indian language WordNets.
Semester-VI-Labs
All labs of Semester VI
TensorFlow_for_Neural_Networks_and_Deep_Learning
Consists of Jupyter Notebooks running TensorFlow with Keras to build and execute neural networks.