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Yin-Ray "Rick" Huang's Projects

alten icon alten

ALS collaborative filtering using Spark TensorFrame

amazon-sagemaker-examples icon amazon-sagemaker-examples

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

awesome-rtb icon awesome-rtb

Curated list of awesome Real Time Bidding ( RTB) frameworks, libraries, resources and other related to RTB things

awesomemrc icon awesomemrc

This repo is our research summary and playground for MRC. More features are coming.

bbcrawler icon bbcrawler

Bodybuilding.com Training Muscle Groups: 200k Articles

cudf icon cudf

cuDF - GPU DataFrame Library

cuml icon cuml

cuML - RAPIDS Machine Learning Library

fitbot icon fitbot

Facebook Messenger fitness chat bot

horovod icon horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

image_recognition icon image_recognition

Preprocess images from CIFAR-10 dataset and train a convolutional neural network model to classify new unknown images. Model was run on GPU.

kubeflow_jupyter_pipeline icon kubeflow_jupyter_pipeline

Example Kubeflow Pipeline definitions and Jupyter Notebooks that show how NetApp data management functions can be performed using Kubeflow and Jupyter.

lunardo icon lunardo

This webpage models the functionality of a typical cinema webpage and utilises HTML, CSS, PHP and Javascript.

models icon models

Models and examples built with TensorFlow

netapp-data-science-toolkit icon netapp-data-science-toolkit

The NetApp Data Science Toolkit is a Python program that makes it simple for data scientists and data engineers to perform various data management tasks, such as provisioning a new data volume, near-instantaneously cloning a data volume, and near-instantaneously snapshotting a data volume for traceability/baselining.

nlp icon nlp

Use NLP to extract features from bodybuilding.com forum article titles and classify them into 8 muscle groups

odsqa icon odsqa

ODSQA: OPEN-DOMAIN SPOKEN QUESTION ANSWERING DATASET

quantum icon quantum

Hybrid Quantum-Classical Machine Learning in TensorFlow

resnet-in-tensorflow icon resnet-in-tensorflow

Re-implement Kaiming He's deep residual networks in tensorflow. Can be trained with cifar10.

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