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Haoran(Richard) Cai's Projects

boundary-layer icon boundary-layer

Builds Airflow DAGs from configuration files. Powers all DAGs on the Etsy Data Platform

caffe icon caffe

Caffe: a fast framework for deep learning. For the most recent version checkout the dev branch. For the latest stable release checkout the master branch.

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

cuda-cs344 icon cuda-cs344

My solutions to Udacity's Parallel Programming course (CS 344)

deepautocontroller icon deepautocontroller

Build a deep autoencoder. Acoustically monitor the influence of the middle code layer using a Kork nanoKontroller2.

lore icon lore

Lore makes machine learning approachable for Software Engineers and maintainable for Machine Learning Researchers

prophet icon prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

simplelda-r icon simplelda-r

a simple R implementation of variational inference for LDA

stat-learning icon stat-learning

Notes and exercise attempts for "An Introduction to Statistical Learning"

ufldl_tutorial icon ufldl_tutorial

Stanford Unsupervised Feature Learning and Deep Learning Tutorial

visdom icon visdom

A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.

xgboost icon xgboost

Large-scale and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, on single node, hadoop yarn and more.

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