Mandy He (zmandyhe)

zmandyhe

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Location:Orange County, California

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Mandy He's repositories

alexa-cookbook

A series of sample code projects to be used for educational purposes during Alexa hackathons and workshops, and as a reference for tutorials and blog posts.

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awesome-python-decorator

A curated list of awesome python decorator resources.

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awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

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cardiac-segmentation

Right Ventricle Cardiac MRI Segmentation

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cityiq-ui

A simple proof-of-concept application, that combines together services provided by CityIQ (Pedestrian and Traffic data), Predix (Assets and Cloud), and Google (Maps and Places) to solve a problem.

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cloudml-samples

Samples for Google Cloud Machine Learning Engine

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CS224n_project

Neural Image Captioning in TensorFlow.

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Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

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models

Models built with TensorFlow

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neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

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nn_breaking_detection

Code corresponding to the paper "Adversarial Examples are not Easily Detected..."

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numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

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object_detection_kitti

TF Object Detection on Kitti Data

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predix-tensorflow-example

Demonstration of running Flask, Tensorflow, and PredixPy on Predix.

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predixpy

(Pre-Release/Alpha) Python SDK and client sample code for working with Predix Industrial IoT Services

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price-of-chair

Pricing service which allows for setting up alerts for prices in online stores and then receive e-mails when prices go under a certain price.

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QuantizedNeuralNetworks-Keras-Tensorflow

Quantized Neural Networks - networks trained for inference at arbitrary low precision.

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raccoon_dataset

The dataset is used to train my own raccoon detector and I blogged about it on Medium

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research

dataset and code for 2016 paper "Learning a Driving Simulator"

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scipy-2017-cython-tutorial

Material for the SciPy 2017 Cython tutorial

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SSD-Tensorflow

Single Shot MultiBox Detector in TensorFlow

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tensorflow-music-generator

generates music (midi files) using a Tensorflow RNN

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TensorFlow-Tutorials-for-Time-Series

TensorFlow Tutorial for Time Series Prediction

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