paper-summary multi-label structured-learning hierarchical-learning natural-language-processing

Paper Summary: Multi-Label Classification on Tree- and DAG-Structured Hierarchies

02 Jul 2018   Summary of the 2011 article "Multi-Label Classification on Tree- and DAG-Structured Hierarchies" by Bi and Kwok.

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paper-summary nlp

Paper Summary: The Natural Language Decathlon

30 Jun 2018   Summary of the 2018 article "The Natural Language Decathlon" by McCann et al.

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flask scikit-learn

Example Project Template: Serve a Scikit-learn Model via a Flask API

27 Jun 2018   Full (albeit simple) example on how to create a simple Flask API to serve predictions using a pre-trained scikit-learn model. Includes supporting features such as logging, error handling, input validation, etc. Full code available on Github.

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permissions linux

Default Permissions for Users, Directories and Files on Linux: Examples

23 Jun 2018   Set default permissions for all files/directories created by a user on Linux using umask. Additionally, use Access Control Lists (ACLs) for all files and directories created under a given directory too.

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matplotlib

Add Labels and Text to Matplotlib Plots: Annotation Examples

22 Jun 2018   Examples on how to add simple annotations and labels to your matplotlib plots.

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software-engineering

How to Structure Software Projects: Python Example

22 Jun 2018   Here are a couple of templates to structure software projects. You need to think about structure because it is the single largest threat to your codebase as your project grows from small to medium-largish size. If you neglect to maintain project structure you risk having your project suffer death by entropy.

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sas dates

SAS Date Examples

16 Jun 2018   Examples for doing date stuff in SAS. Converting, parsing, formatting, etc.

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cryptoassets

Crypto Asset Overview: Ravencoin

16 Jun 2018   Short overview with the least you need to know about Ravencoin and the RVN token.

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pandas

Pandas Dataframe: Union and Concat Examples

14 Jun 2018   Emulate SQL union and union all behaviour, among other stuff.

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dataframe

Pandas Dataframe: Replace Examples

14 Jun 2018   Call the replace method on Pandas dataframes to quickly replace values in the whole dataframe, in a single column, etc.

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