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Andrew Mao's Projects

airbnb icon airbnb

Exploratory Data Analysis of Airbnb Listings in NYC

alto-boot icon alto-boot

ALTO: Active Learning with Topic Overviews for Speeding Label Induction and Document Labeling

char-rnn icon char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

deepchess icon deepchess

A TensorFlow implementation of "DeepChess: End-to-End Deep Neural Network for Automatic Learning in Chess"

easy-to-hard icon easy-to-hard

Official repository for the paper "Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks"

finra_trace icon finra_trace

Research project on Financial Industry Regulatory Authority (FINRA) Trade Reporting and Compliance Engine (TRACE) academic version

grovepi icon grovepi

GrovePi is an open source platform for connecting Grove Sensors to the Raspberry Pi.

linear_regression_demo icon linear_regression_demo

This is the code for "How to Make a Prediction - Intro to Deep Learning #1' by Siraj Raval on YouTube

maskrcnn-benchmark icon maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mephisto icon mephisto

A suite of tools for managing crowdsourcing tasks from the inception through to data packaging for research use.

noc-s18 icon noc-s18

Course repo and syllabus for Nature of Code Spring 2018 at ITP.

pythonnnexample icon pythonnnexample

Annotations for the Sirajology Python NN Example. This code comes from a demo NN program from the YouTube video https://youtu.be/h3l4qz76JhQ. The program creates an neural network that simulates the exclusive OR function with two inputs and one output.

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