Roshan Ram's repositories
nlp-pos-tagger
Natural language processing part-of-speech (POS) tagger created with the Pomegranate library and Keras using Hidden Markov Models.
solaris
CosmiQ Works Geospatial Machine Learning Analysis Toolkit
bike-sharing-ml
In this project, I build, train, validate, and test a neural network from scratch using the popular Bike-Sharing dataset to predict daily bike rental ridership.
image-captioning
Used deep learning to train a CNN + RNN/LSTM on the MS-COCO dataset to automatically generate captions.
Flappy-Food-Chain
A sidescrolling game in which the goal is for you, Flappy, to consume a certain number of blobs within a given amount of time. (Based on CMU's 15-112 Graphics Package [0.8.5])
boston-housing-predictions
Predicting housing prices using machine learning and the widely available Boston Housing dataset.
allstate-insurance-claims
Capstone project for Udacity's Machine Learning Engineer Nanodegree and a submission to Kaggle's Allstate Severity Claims competition.
Deep-Learning-for-Trading-RNN-LSTMs-getRichWithStocks.py
A predictive platform for stock market prediction, utilizing shallow machine learning algorithms built from scratch such as SLR and MSLR, as well as deep learning methods such as LSTMs + RNNs built with Keras.
lowresource-nlp-bootcamp-2020
The website for the CMU Language Technologies Institute low resource NLP bootcamp 2020
Tetris-Game
A recration of TTC's Tetris in Python for CMU's 15-112 course using the CMU 112 graphics package. Press "up" on keyboard to rotate pieces and "space" for hard drop.
Text-Adventure-Game
Created in CMU 15-112. A fun, easy to play text-adventure game. Type superhelp to learn how to play.