- 2024
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29. Mar 2024
python: read files in parallel and merge them
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Given an iterable of csv files, pandas read and concatenate them
import pandas as pd from multiprocessing import Pool files = folderPath.glob('*.csv') with Pool() as pool: df = pd.concat(pool.
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14. Apr 2024
python: line by line profiling (time, memory)
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Line-By-Line Profiling with %lprun pip install line_profiler In notebook
%load_ext line_profiler %lprun -f slow_func slow_func(value) Timer unit: 1e-09 s Total time: 0.000134558 s File: /tmp/ipykernel
- 2021
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10. Mar 2021
Using Django in Jupyter Notebook
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To explore your Django models in Jupyter Notebook, you can use the following setup.
Install django-extensions pip install django-extensions
Include django-extensions in your settings INSTALLED_APPS
- 2020
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09. Aug 2020
Compare ImageNet CNN architectures
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Last week, I released a beginner’s utility to compare classification results from SotA Convolutional Neural Network architectures.
Motivation for the tool was to enable beginners and non-program
- 2019
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04. Sep 2019
Bar Chart Race in Python with Matplotlib
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~In roughly less than 50 lines of code
Republished on towardsdatascience
Bar chart races have been around for a while. This year, they took social media by storm. It began with Matt Navarra’s tw