Since a while Large Language Models have been taking over the modeling scene. Among the classical NLP related ones, those dedicated for time series processing started to emerge. Moirai model is one of those. It is a foundational language model for time series forecasting developed by Salesforce. It is a Masked Encoder-based Universal Time Series […]
In certain scenarios comes a need to create abstract classes. Those can be usefull as base classes, to provide a layout for different implementions of inheriting concrete versions. Class is called abstract when it contains at least one abstract method. Such a method simply lacks implementation, just provides a declaration. Due to that, abstract classes […]
Poetry python library allows, in an easy manner, to track package dependencies within a project. It creates a snapshot of the environment in a form of a lockfile, containing packages names with installed versions, to ensure ease of repeatable installations. That is super helpful for maintaining same setups on development and production environments or for […]
Issue Memory leakage while generating python matplotlib plots in a loop on MacOS system. I was using python 3.9 and MacOS Catalina. I was trying to generate lots of plots for my analysis. Idea was to create them in a loop: render plot save the output iterate further Simple example of the case:
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import matplotlib.pyplot as plt for i in range(10000): fig = plt.figure(figsize=(25, 25)) plt.plot([1,2,3]) plt.savefig(f'temp.png') plt.close(fig) |
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