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SHASHANKA M's Projects

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deepprivacy icon deepprivacy

DeepPrivacy: A Generative Adversarial Network for Face Anonymization

donors-choose-t-sne icon donors-choose-t-sne

DonorsChoose.org receives hundreds of thousands of project proposals each year for classroom projects in need of funding. Right now, a large number of volunteers is needed to manually screen each submission before it's approved to be posted on the DonorsChoose.org website. Next year, DonorsChoose.org expects to receive close to 500,000 project proposals. As a result, there are three main problems they need to solve: How to scale current manual processes and resources to screen 500,000 projects so that they can be posted as quickly and as efficiently as possible How to increase the consistency of project vetting across different volunteers to improve the experience for teachers How to focus volunteer time on the applications that need the most assistance The goal of the competition is to predict whether or not a DonorsChoose.org project proposal submitted by a teacher will be approved, using the text of project descriptions as well as additional metadata about the project, teacher, and school. DonorsChoose.org can then use this information to identify projects most likely to need further review before approval.

habermans-dataset icon habermans-dataset

Haberman's survival dataset is to predict whether patient will survive for more than 5 years after undergoing operation or not.

mediapipe icon mediapipe

MediaPipe is a cross-platform framework for building multimodal applied machine learning pipelines

naivebayes icon naivebayes

BOW, TFIDF, MultinomialNB, GridSearchCV, AUC, Best features using log probabilities of Multinomial NB

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