If you want to transform your matplotlib plots into nice figures for scientific papers or presentations, try LovelyPlots.
To use LovelyPlots, simply add plt.style.use(ipynb) to your code.
plt.style.use(ipynb)
Link to LovelyPlots.
Code to create the figures
SciencePlots: Journal-Ready matplotlib Formatting Made Easy
BertViz: Visualize Attention in Transformer Language Models
Leverage Mermaid for Real-Time Git Graph Rendering
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