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Majid al-Dosari
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Holoviews Allows for Rapid Data Exploration by Structuring Data
Problem : Data analysis and visualization are related. You have to set up a new visualization that makes sense every time you want to explore a set of variables. Furthermore, you have to deal with different data formats and plotting libraries. Solution : Us...

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'Query' meta-data on your data sets
[ https://github.com/majidaldo/yaml_query ] Problem : Suppose you have meta-data on some data sets and you want to select data for certain attributes. That sounds alot like a job for SQL. But the attributes are not strictly in a table format where you have ...

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Thesis: Unsupervised Anomaly Detection in Sequences Using Long Short Term Memory Recurrent Neural Networks
http://hdl.handle.net/1920/10250 As a formalization of my previous post , I'm happy to publish my (second) Master's thesis.

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Recurrent Neural Networks Can Detect Anomalies in Time Series
A recurrent neural network is trained on the blue line (which is some kind of physiologic signal). It has some kind of pattern to it except at t=~300 where it shows 'anomalous' behavior. The green line (not same scale) represents the error between the (orig...

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Run CUDA applications on CoreOS
[ https://github.com/majidaldo/coreos-nvidia ] Use this Dockerfile to install the NVIDIA graphics driver and CUDA on more recent versions of CoreOS. It works by installing the NVIDIA Linux kernel module using plain Linux kernel source (containers see the ke...

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"Personal Compute Cloud" Infrastructure Code
[ https://github.com/majidaldo/personal-compute-cloud ] Problem: Automate computing infrastructure setup Solution: Docker hosts on CoreOS machines provisioned with Ansible. I've recently finished coding up a solution to tackle 'personal' distributed computi...

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