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siyaoxu's Projects

aws icon aws

setting up aws instances

courses icon courses

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

deep-learning icon deep-learning

My codes of toy neural networks and my experimental applications of DNN using tensor flow, and also some tutorials found on line.

deep-siamese-text-similarity icon deep-siamese-text-similarity

Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character embeddings

go icon go

The Open Source Data Science Masters

grupo_bimbo icon grupo_bimbo

try visualizing kaggle 'grupo bimbo' competition data

phd-codes icon phd-codes

This is codes of my phd works. The work includes three modules: 1. A Channel-lobe model simulating stacking patterns of channel-lobe environment; 2. A data analysis module applying data mining analysis to image sequence taking from two experimental delta. This module also includes an example demonstrating how to compare experiments to real deep water channel-lobe systems; 3. Another channle-lobe model simulating channle-lobe stacking with inputs using statistics extracted from experimental data.

spark-exercises icon spark-exercises

Excercises of edx series - Data Science and Engineering with Spark.

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