paper-summary natural-language-processing embeddings sequence-learning
Paper Summary: ULMFIT: Universal Language Model Fine-tuning for Text Classification
22 Jul 2020 Summary of the 2018 article "ULMFIT: Universal Language Model Fine-tuning for Text Classification" by Howard and Ruder.
Bash Shopt Examples
05 Jul 2020 Examples and reference on how to work with options on bash scripts via the shopt command
Read More ›paper-summary sequence-learning attention transformer-architecture
Paper Summary: Attention is All you Need
27 Jun 2020 Summary of the 2017 article "Attention is All you Need" by Vaswani et al.
Apache Browser Caching: Reference and Examples
24 May 2020 Example configurations and reference for setting up browser-side caching for files served by Apache 2.4.
Read More ›Setfacl Examples: Give Users and Groups Access to Files and Directories
23 May 2020 Examples on how to use the setfacl util to set permissions for specific users and groups to access files and directories on unix-based systems.
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Project Review: Text Classification of Legal Documents (Another one)
25 Apr 2020 Short review with lessons learned for a contract project worked on during early 2020. The aim of the project was to classify documents into classes, with some peculiarities and specific rules.
Read More ›Python Imports: Reference and Examples
25 Apr 2020 Examples on how to deal with imports in Python scripts and jupyter notebooks, how to add custom directories and import from those, etc.
Read More ›Matplotlib Subplots: Best Practices and Examples
20 Apr 2020 Examples on how to plot multiple plots on the same figure using Matplotlib and the interactive interface, pyplot. Includes common use cases and best practices.
Read More ›Dealing with Newline Issues on Text Files: Examples and Reference
09 Apr 2020 How to work with problems in newline encodings in text files:
Read More ›Jupyter Notebook Extensions: Examples and Reference
03 Apr 2020 Examples and reference on how to install and configure additional extensions for jupyter notebooks.
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