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Marissa Posner's Projects

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

ce599 icon ce599

CE599-002 Data Science for Transportation

comet icon comet

Training a linear regression on Starknet using Orion by Giza

deltav icon deltav

ETH Global Paris Hackathon Project

draftfast icon draftfast

A tool to automate and optimize DraftKings and FanDuel lineup construction.

elections-data icon elections-data

Selecting relevant features for predicting election data. After relevant features are selected, we want to try to predict the parties. I used a K means clustering algorithm to create the relevant clusters. After the clusters were created, I used sklearn to train, test, split the data. I then used GridsearchCV to find the best model for each cluster. Then, I fit each model, predict the outcome of the model on the test data, and calculate the error for each model.

kaggle_crowdflower icon kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

lsh icon lsh

Locality Sensitive Hashing using MinHash in Python/Cython to detect near duplicate text documents

mcc-codes icon mcc-codes

A public repository of Merchant Category Codes (MCC) in formats easier to read than most places (i.e. not a PDF)

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