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531w18

Analysis of Time Series

a2d2

Ann Arbor Data Dive 2015

abroca

Functions and utilities for using the Absolute Between-ROC Area (ABROCA) for model evaluation

auctestr

auctestr r package

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bostonscrape

bostonScrape

budget-optimal-task-allocation-crowdsourcing

A Python implementation and experimental analysis of Karger, Oh, and Shah (2014): *Budget-Optimal Task Allocation for Reliable Crowdsourcing Systems*.

categorical-data-analysis-proj

certifiable-distributional-robustness

Certifying Some Distributional Robustness with Principled Adversarial Training (https://arxiv.org/abs/1710.10571)

characterizing-rd-of-dp

Code for "Characterizing the Representation Disparity of Differential Privacy"

chicago-restaurant-inspection-googleplaces-mashup

chicago restaurant inspection/google places data mashup using PySpark and NLTK

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

d2l-en

Dive into Deep Learning: an interactive deep learning book with code, math, and discussions

distributed-machine-learning-spark-mooc

Course files for UC Berkeley CS120x course on edX, Jul/Aug 2016

domainbed

DomainBed is a suite to test domain generalization algorithms

dp-fairness-experiments

driving-with-data-detroit

Code for paper "Driving With Data: Modeling and Forecasting Vehicle Fleet Maintenance in Detroit".

dro

Experiments in distributionally-robust optimization

exploratory-data-analysis-assignment-2

Visualizations of National Emissions Inventory Database

exploratory-data-analysis-plotting-assignment-1

Analysis and visualization of household electric power consumption

fairlearn

A Python package to assess and improve fairness of machine learning models.

federated

Federated learning experiments

federated-1

A framework for implementing federated learning

ffn

Flood-Filling Networks for instance segmentation in 3d volumes.

ffn-tracer

Neuron tracing based on flood-filling networks (FFN)

fifty-shades-of-trump

Twitter scraper. Work in progress for the "Fifty Shades of Trump" twitter bot.

getting-and-cleaning-data-final-project

Generates "tidy" dataset and summary statistics from raw sensor data

group_dro

Distributionally robust neural networks for group shifts

ibm-apache-spark-makers-build

Repository for IBM Apache Spark Makers Build, Summer 2016

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