Srinidhi Nandakumar's repositories
big-data-ocr-ner
Applying Optical Character Recogntion, Named Entity Detection, Object Detection and Caption Generation on Big datasets
big-data-visualizations
Use d3.js to build visualizations of Big Datasets
learning-pytorch
This repository consist of code snippets I'm using to learn to use PyTorch for different deep learning applications
PEPr_Project_Code
Code repository for Presidential Election Predictions.
big-data-content-similarity
Clustering of UFO sightings to infer unintended consequences of big data using mime type detection and tika-similarity
codehouse
VMware CodeHouse hackathon project
crawlers
Crawling websites for information retrieval
GHC-Events
Comprehensive list of company events at GHC, GHC-recruitment career pages, and GHC-related events
glassdoor_ml_challenge
Analysis of Glassdoor's job-apply-rate dataset and building a suitable classification model.
hidden-markov-models
Hidden Markov Models or HMMs for Part of Speech Tagging.
lets_play_carrom
A jQuery based single player two coin carrom game
ml_practice
Coursera course Applied Machine Learning for Python practice problems
naive-bayes-classifier
Applying Naive Bayes Classifier for NLP based classification of reviews
perceptron
Perceptron concepts of NLP to predict true/fake pos/neg reviews
polar-deep-insights
Conceptual - Temporal - Spatial analysis of the trec polar dataset
polar.usc.edu
Polar USC activities related to NSF Polar CyberInfrastructure program at the University of Southern California
PolarDataCollection
Using Google Search API we collect URLs relevant to the Polar Domain for deep insights and intelligent crawling
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
posters_and_papers
This is a collection of my posters and papers
srinidhinandakumar.github.io
My personal website
tika-python
Tika-Python is a Python binding to the Apache Tika™ REST services allowing Tika to be called natively in the Python community.
tika-similarity
Tika-Similarity uses the Tika-Python package (Python port of Apache Tika) to compute file similarity based on Metadata features.
trump_speeches
All of Trump's Speeches from June 2015 to November 9, 2016
ufo-sightings
Visualizations and live pages for big data viz project
ufo.usc.edu
Collection of projects from IRDS students studying unidentified flying objects
uscdatascience.github.io
USC Information Retrieval and Data Science Group
workshop
Hands-on labs: Serverless and OpenFaaS with Python