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athena-hacks-honeywell

Presentation material for Athena Hacks workshop at USC

convolutional-neural-networks

Experiments with various CNN architectures

d3.js-viz-substance_abuse

An interactive Visualization depicting the Substance abuse problem in the United States among youth

feature-scaling-classification

Using sci-kit learn & pandas to perform feature scaling & fit a classifier to UCI dataset

generative-rnns

generative recurrent neural networks

kaggle-mnist-handwritten-digit-recognition-challenge

Building a machine learning model to recognize handwritten digits. Classifiers built - SVM, KNN, Neural networks & Stochastic Gradient descent

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.

keras101

Experimenting with Keras Sequential API to build Neural networks for common Supervised learning tasks

machine-learning-matlab-python

MATLAB and Python scripts for popular machine learning algorithms

mapreduce

Designed and implemented MapReduce algorithms for a variety of common data processing tasks.

quora-answer-classifier

Solved Hackerrank's Quora Answer Classifier challenge

recurrent-neural-networks

Experiments with different RNN architectures

rnn-timeseries-forecasting

Experiment with different RNN architectures for timeseries forecasting

superlightweightinventorymanagementsystem-master

tweet-sentiment-analyzer

Tweet sentiment analysis in python

undergrad

Implementation of computer science algorithms, data structures and OS concepts

wherenot2park-master

An Android based crowdsourced system that provides information about free parking/paid spots in an area, to users from the data contributed by other users.The crowd-sourced data was mined to identify request patterns and areas that would benefit from dedicated parking infrastructure.