9 Best Articles in 2022
github.com
scikit-learn/scikit-learn
github.com
· scikit-learn: machine learning in Python. Contribute to scikit-learn/scikit-learn development by creating an account on GitHub. · Shared by 18, including Philipp Laurim, Dr. Ganapathi Pulipaka 🇺🇸, Nico Müller 🇺🇦, David Garner, Olivier Grisel, Ferit (at 🏠) 🌙
freeCodeCamp.org
Learn Scikit-learn and Perform Machine Learning with Python
freeCodeCamp.org
1 min read · · Scikit-learn is one of the most popular machine leaning libraries for Python. It provides many unsupervised and supervised learning algorithms that make machine leaning simpler. We've released a… · Shared by 27, including Dr. Ganapathi Pulipaka 🇺🇸, sircharlsxavier
github.com
koaning/scikit-lego
github.com
· Extra blocks for scikit-learn pipelines. Contribute to koaning/scikit-lego development by creating an account on GitHub. · Shared by 15, including Sebastian Raschka, Matt Shaffer, Nico Müller 🇺🇦, Dr. Ganapathi Pulipaka 🇺🇸
medium.com
An Extended Version Of The Scikit-Learn Cheat Sheet
medium.com
2 min read · · You probably know the famous scikit-learn algorithm cheat sheet. For fun, I revisited it a bit … · Shared by 25, including Data Science Renee, Sebastian Raschka, Chintan Shah, Kirk Borne, AGI.Eth | AIKing.Eth, Josh Wills, Andreas Mueller
scikit-learn.org
scikit-learn: machine learning in Python — scikit-learn 0.17.1 documentation
scikit-learn.org
1 min read · · Machine Learning in Python Simple and efficient tools for data mining and data analysis Accessible to everybody, and reusable in various contexts Built on NumPy, SciPy, and matplotlib Open source,… · Shared by 50, including Steed Monteiro, David Garner, Yves Mulkers, programarfacil.com, Andreas Mueller, Nico Müller 🇺🇦, rohit, Fabrizio Bianchi, Sandro Strebel
github.com
scikit-image/scikit-image: Image Processing SciKit (Toolbox for SciPy)
github.com
· scikit-image - Image Processing SciKit (Toolbox for SciPy) · Shared by 10, including Nico Müller 🇺🇦, Real Python
metaflow.org
Metaflow
metaflow.org
· Use Metaflow with your favorite data science libraries, such as PyTorch, Tensorflow, or SciKit Learn, and write your models in idiomatic Python code with not much new to learn. · Shared by 59, including Mike Ivars, David Garner, Real Python, Waqas Ahmed, Matt, Linus Basig, andre hollstein, René Pfitzner, Thomas Telandro, Damir Kusar, Vikram Dutt
insidebigdata.com
Book Review: Machine Learning with PyTorch and Scikit-Learn
insidebigdata.com
3 min read · · The enticing new title courtesy of Packt Publishing, "Machine Learning with PyTorch and Scikit-Learn," by Sebastian Raschka, Yuxi (Hayden) Liu, and Vahid Mirjalili is a welcome addition to any data… · Shared by 19, including ipfconline #CES2023, Data Science Renee, Carla Gentry, Brian Ahier, Kirk Borne
Sebastian Raschka
Machine Learning with PyTorch and Scikit-Learn
Sebastian Raschka
6 min read · · Machine Learning with PyTorch and Scikit-Learn has been a long time in the making, and I am excited to finally get to talk about the release of my new book. ... · Shared by 15, including Marcus Borba, Dr. Ganapathi Pulipaka 🇺🇸
More like this
KDnuggets
The Ultimate Scikit-Learn Machine Learning Cheatsheet
KDnuggets
7 min read · · With the power and popularity of the scikit-learn for machine learning in Python, this library is a foundation to any practitioner's toolset. Preview its core methods with this review of predictive… · Shared by 14, including Jacob du Toit, Carla Gentry
Machine Learning Mastery
Multi-Core Machine Learning in Python With Scikit-Learn
Machine Learning Mastery
20+ min read · · Many computationally expensive tasks for machine learning can be made parallel by splitting the work across multiple CPU cores, referred to as multi-core processing. Common machine learning tasks that… · Shared by 46, including Carla Gentry, Dr. Ganapathi Pulipaka 🇺🇸
KDnuggets
Managing Machine Learning Workflows with Scikit-learn Pipelines Part 1: A Gentle Introduction
KDnuggets
4 min read · · By Matthew Mayo, KDnuggets. comments Are you familiar with Scikit-learn Pipelines? They are an extremely simple yet very useful tool for managing machine learning workflows. A typical machine learning… · Shared by 13, including Jacob du Toit, Chung Chen
datacamp.com
Python Machine Learning: Scikit-Learn Tutorial
datacamp.com
20+ min read · · An easy-to-follow scikit-learn tutorial that will help you to get started with the Python machine learning.
· Shared by 11, including Data Science Renee
Machine Learning Mastery
How to Identify Overfitting Machine Learning Models in Scikit-Learn
Machine Learning Mastery
20+ min read · · Overfitting is a common explanation for the poor performance of a predictive model. An analysis of learning dynamics can help to identify whether a model has overfit the training dataset and may… · Shared by 44, including Dr. Ganapathi Pulipaka 🇺🇸, Marcus Borba, Matthias Lampe, Nicolas Babin #CES2023, Carla Gentry
Towards Data Science
14 Lesser-Known Impressive Features of Scikit Learn Library.
Towards Data Science
20+ min read · · A sample of often unknown and underrated functionalities in scikit learn library. · Shared by 12, including Dr. Ganapathi Pulipaka 🇺🇸
dashee87.github.io
Clustering with Scikit with GIFs
dashee87.github.io
~18 min read · · This posts describes (with GIFs and words) the most common clustering algorithms available through Scikit-learn. · Shared by 15, including Kenneth Kalmer, Cameron Yick, Jesús Torres 👩💻
analyticsvidhya.com
A Complete Tutorial to Learn Data Science with Python from Scratch
analyticsvidhya.com
· This is a complete tutorial to learn data science in python using a practice problem which uses scikit learn, pandas, data exploration skills · Shared by 29, including Kirk Borne
scikit-learn.org
Choosing the right estimator — scikit-learn 0.16.1 documentation
scikit-learn.org
1 min read · · Often the hardest part of solving a machine learning problem can be finding the right estimator for the job. Different estimators are better suited for different types of data and different problems.… · Shared by 32, including Vikram Dutt, Manuel Reinhard, Olivier Grisel, Jacob du Toit, Cameron Yick, rohit
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