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Steven Du's Projects

ga_capstone-housing_prices icon ga_capstone-housing_prices

My machine learning capstone projects that predicts rental rates and property values in San Francisco using two datasets (Airbnb and SF Assessor data). I incorporate publicly available geospatial data to improve the accuracy of the models.

gan-metrics icon gan-metrics

An empirical study on evaluation metrics of generative adversarial networks

gan-sandbox icon gan-sandbox

Vanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.

ganhacks icon ganhacks

starter from "How to Train a GAN?" at NIPS2016

gast-lib icon gast-lib

GAST is a toolkit for using Android's Sensing capabilities. It contains the examples, boiler plate code, and algorithms you need to properly use Android sensors.

gasur icon gasur

A python package for Guidance, navigation, and control (GNC) of Autonomous Swarms Using Random finite set (RFS) developed by the Laboratory for Autonomy, GNC, and Estimation Research (LAGER) at the University of Alabama (UA).

gaze-detection icon gaze-detection

👀 Use machine learning in JavaScript to detect eye movements and build gaze-controlled experiences.

gazetracking icon gazetracking

👀 Eye Tracking library easily implementable to your projects

gbm-perf icon gbm-perf

Performance of various open source GBM implementations

gcn icon gcn

Implementation of Graph Convolutional Networks in TensorFlow

gender icon gender

gender recognition system (speech)

generative-models icon generative-models

Collection of generative models, e.g. GAN, VAE in Tensorflow, Keras, and Pytorch.

genhurst icon genhurst

Calculates the generalized Hurst exponent of a time series

gensen icon gensen

Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning

genstudio icon genstudio

A website for exploring the Metropolitan Museum of Art's collection with Generative Adversarial Networks

geo-distance icon geo-distance

Calculates the geo distance between two locations using longitude and latitude, using Haversine, Speherical or Vincenty formula

geodistance icon geodistance

A python library for comupting distance and azimuth

geomapnet icon geomapnet

Geometry-Aware Learning of Maps for Camera Localization (CVPR2018)

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