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Built a stock trading management application that involved designing/building a database and implementing a web front-end. Users can interact with other users as well as analyze their trades. The a…
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Predicted the price movement of the Dow Jones, Apple, and Microsoft with 60% accuracy by experimenting with more than 100 ensembles of long-short term memory networks (LSTMs). NLP techniques were e…
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The goal of this project was to train and visualize the outputs of a simple Deep Convolutional GAN (DCGAN) to generate realistic-looking (but fake) images of clothing
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The Bert Model was Used for Sentiment Analysis. The pretrained model was fine-tuned on a dataset of Google Play Store Reviews
nlp natural-language-processing deep-neural-networks deep-learning sentiment-analysis nlp-machine-learning bert-modelJupyter Notebook UpdatedJan 6, 2021 -
The performance of three different object detection networks was evaluated using Detectron2, Facebook AI’s object detector library.
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This project involves classifying musical instruments given a sample of music. The goal was to determine which instrument (e.g. trumpet, violin, piano) is playing.
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Performed a differential gene expression analysis with RNA-seq on three immunologically diverse mouse models. Differentially expressed genes were identified and a GO term enrichment analysis was do…
UpdatedAug 28, 2020 -
Performed a differential gene expression analysis with RNA-seq that compares the expression in human control breast cancer cell lines with lines treated by silencing the NRDE2 gene. A Salmon + txim…
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This project aims to incorporate SIRD dynamics with machine learning techniques to make long term predictions of the spread of COVID-19.
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Chest x-rays of COVID-19 positive and negative patients were used to build a neural network classifier that can predict the chance of a patient having the virus
deep-learning neural-network tensorflow keras artificial-intelligence classification artificial-neural-networksJupyter Notebook UpdatedAug 3, 2020 -
Chatroom-Program-in-Java Public
This is a simple chatroom program (with GUI) that utilizes socket programming in both the client and the server's side.
Java UpdatedJun 5, 2020 -
A dataset of Peripheral Blood Mononuclear Cells (PBMCs) was analyzed using clustering and non-parametric methods like PCA.
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The objective of this project is to study the COVID-19 outbreak using basic statistical techniques and make short term predictions using ML regression methods.
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Decision Tree Classification was explored on Breast Cancer Data.
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SciKit Learn's Support Vector Machine and Logisitic Regression models were used to determine the mutation given a set of values for the different genes
Jupyter Notebook UpdatedJun 4, 2020 -
This project involves training the Logistic Regression model in the Scikit-Learn Library to classify various features of the iris dataset.
machine-learning scikit-learn artificial-intelligence classification logistic-regression scikitlearn-machine-learning iris-datasetJupyter Notebook UpdatedJun 4, 2020 -
This project solves a Futoshiki Board given an input files using the least number of moves. Backtracking, forward checking, the mrv heuristic, and the degree heuristic was used.
ai artificial-intelligence backtracking mrv-heuristic degree-heuristic forward-checking backtracking-algorithmPython UpdatedJun 4, 2020 -
This project solves a 15 puzzle board from an input file using A star graph search
ai artificial-intelligence a-star graph-search artificial-intelligence-algorithms 15puzzle 15-puzzlePython UpdatedJun 4, 2020 -
Analog-Clock-GUI-in-Java Public
This is a simple analog clock GUI created in Java that utilizes socket programming and threads to get updated time information.
Java UpdatedJun 4, 2020

