paper-summary natural-language-processing
Paper Summary: Exploring the Limits of Transfer Learning with a Unified Text-to-text Transformer
29 Aug 2021 Summary of the 2020 article "Exploring the Limits of Transfer Learning with a Unified Text-to-text Transformer" by Raffel et al. AKA the T5 article.
Read More ›Python 3 Examples: Creating, Deleting, Updating directories
08 Aug 2021 Lots of examples on how to create, remove, change and otherwise interact with directories with Python 3+ (Assuming unix-like Operating Systems such as Linux and MacOS)
Read More ›Measuring Function Running Times in Python
08 Jul 2021 Really simple code to help profile individual method calls to find bottlenecks in Python code.
Read More ›Matplotlib examples: Number Formatting for Axis Labels
29 Jun 2021 Some examples on how to properly format axis labels, add thousands separator, format axis labels to make them easier to read, etc.
Read More ›Matplotlib Examples: Plots with String Axis Labels
28 Jun 2021 Examples on how to create plots where one of the axis is not a list of integers/floats but a list of strings.
Read More ›paper-summary machine-learning-engineering machine-learning
Paper Summary: Identifying Mislabeled Instances in Classification Datasets
28 Jun 2021 Summary of the 2019 article "Identifying Mislabeled Instances in Classification Datasets" by Mueller and Markert.
Read More ›scalability software-architecture
Probabilistic Behaviour can Sometimes Replace State at Scale
28 Jun 2021 You can sometimes forgo keeping state for an application if you are operating at scale and you can afford some innacuracies.
Read More ›AWS Examples: Change EC2 Instance Type without Losing Data
26 Jun 2021 You can change the instance type for an EC2 instance by detaching the base volume (where the OS is installed), then re-attaching it to another instance (of the desired type) and then copying files manually on demand.
Read More ›Assign Command to Keyboard Shortcut on Ubuntu
30 May 2021 Assign hotkeys and keyboard shortcuts to commonly used terminal commands on Ubuntu
Read More ›Set up Heartbeat Monitoring on AWS Cloudwatch with Boto: Example
30 May 2021 How to create a heartbeat check on AWS Cloudwatch, so that you get notified if some event has NOT happened in the last minute/hour/days etc
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