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Srinidhi Nandakumar's Projects

big-data-content-similarity icon big-data-content-similarity

Clustering of UFO sightings to infer unintended consequences of big data using mime type detection and tika-similarity

big-data-ocr-ner icon big-data-ocr-ner

Applying Optical Character Recogntion, Named Entity Detection, Object Detection and Caption Generation on Big datasets

crawlers icon crawlers

Crawling websites for information retrieval

ghc-events icon ghc-events

Comprehensive list of company events at GHC, GHC-recruitment career pages, and GHC-related events

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

img2text icon img2text

Models, and associated helper code for GSOC 2017 project Tensorflow Image to Text in Apache Tika

learning-pytorch icon learning-pytorch

This repository consist of code snippets I'm using to learn to use PyTorch for different deep learning applications

ml_practice icon ml_practice

Coursera course Applied Machine Learning for Python practice problems

perceptron icon perceptron

Perceptron concepts of NLP to predict true/fake pos/neg reviews

polar.usc.edu icon polar.usc.edu

Polar USC activities related to NSF Polar CyberInfrastructure program at the University of Southern California

polardatacollection icon polardatacollection

Using Google Search API we collect URLs relevant to the Polar Domain for deep insights and intelligent crawling

polarpostprocessing icon polarpostprocessing

This code gets connected to Solr DB created for Sparkler Crawled Data to do further data extraction, classification, filtering and insights generation using various Machine Learning models. The ML models are capable of using keywords list from user, extract features from URL content, and classify (score) output and update Solr parameter accordingly. Apache Sparkler Link: https://github.com/USCDataScience/sparkler

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