#scikit_learn — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #scikit_learn, aggregated by home.social.
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Great tutorial on using #Scikit_Learn to do #landcover classification #earthobservation https://www.youtube.com/watch?v=5W7xcWaY0Zg
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where I discuss a neat way to include preprocessing techniques such as multiplicative scatter correction (MSC) in a #scikit_learn pipeline.
MSC is one example of preprocessing techniques that are specific to #spectroscopy (esp. #optical and #nir )
#Python #MachineLearning #DataScience
https://nirpyresearch.com/include-msc-custom-pipeline-scikit-learn/
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Scientific Python Lectures
#Tutorials on the scientific #Python ecosystem: a quick introduction to central tools and techniques. The different chapters each correspond to a 1 to 2 hours course with increasing level of expertise, from beginner to expert.
https://lectures.scientific-python.org/
#compsci #machinelearning #ComputerScience
#NumPy #Matplotlib #SciPy #SymPy #Scikit_Learn -
Read our post about A Beginner's Guide to Linear Regression in Python with Scikit-Learn on Dev . to
https://dev.to/currencypig/a-beginners-guide-to-linear-regression-in-python-with-scikit-learn-1f2f
#python #machine_learning #ai #artificial_intelligence #scikit_learn #devto #linear_regression
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Principal Component Regression with #scikit_learn in #python
More info at https://nirpyresearch.com/
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Multiplicative Scatter Correction and Standard Normal Variate are two tried and trusted techniques to counter for sample morphology effects in #near_infrared #spectroscopy . Here's one of my posts from the archives 👇
https://nirpyresearch.com/two-scatter-correction-techniques-nir-spectroscopy-python/
#python #MachineLearning with #scikit_learn -
Not every data point is created equal. Outliers in #NearInfrared #spectroscopy can be detected with PLS decomposition using #scikit_learn in #Python.
https://nirpyresearch.com/outliers-detection-pls-regression-nir-spectroscopy-python/
