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Scikit-learn VS Tkinter

Compare Scikit-learn VS Tkinter and see what are their differences

Scikit-learn logo Scikit-learn

scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

Tkinter logo Tkinter

Tkinter is a Python wrapper for Tcl/Tk that offers classes to create various graphical user interfaces.
  • Scikit-learn Landing page
    Landing page //
    2022-05-06
  • Tkinter Landing page
    Landing page //
    2023-08-28

Scikit-learn videos

Learning Scikit-Learn (AI Adventures)

More videos:

  • Review - Python Machine Learning Review | Learn python for machine learning. Learn Scikit-learn.

Tkinter videos

Which is Better Kivy Or Tkinter? - Python Kivy GUI Tutorial #42

More videos:

  • Review - Python Programming 93 - Review of Tkinter
  • Tutorial - Tkinter Course - Create Graphic User Interfaces in Python Tutorial

Category Popularity

0-100% (relative to Scikit-learn and Tkinter)
Data Science And Machine Learning
Development
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100% 100
Data Science Tools
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Development Tools
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User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Scikit-learn and Tkinter

Scikit-learn Reviews

15 data science tools to consider using in 2021
Scikit-learn is an open source machine learning library for Python that's built on the SciPy and NumPy scientific computing libraries, plus Matplotlib for plotting data. It supports both supervised and unsupervised machine learning and includes numerous algorithms and models, called estimators in scikit-learn parlance. Additionally, it provides functionality for model...

Tkinter Reviews

25 Python Frameworks to Master
It’s a great option for creating simple and easy-to-use graphical user interfaces in Python and allows you to add a GUI to your already working scripts pretty easily. PySimpleGUI wraps the power of 4 different GUI libraries, PySide, Tkinter, wxPython, and Remi.
Source: kinsta.com
Which Python GUI library should you use? Comparing the Python GUI libraries available in 2023
Tkinter is a simple library with support for standard layouts and widgets, as well as more complex widgets such as tabbed views & progressbars. Tkinter is a pure GUI library, not a framework. There is no built-in support for GUIs driven from data sources, databases, or for displaying or manipulating multimedia or hardware. However, if you need to make something simple that...
10 Best Python Libraries for GUI
Another top Python library for GUI is Tkinter, which is an open-source Python Graphic User Interface library. It is well known for its simplicity and comes pre-installed in Python, meaning there is no work on your part. These features make it a great choice for beginners and intermediates, but it is not capable of carrying out larger-scale projects.
Source: www.unite.ai
Top 10 Python GUI Frameworks for Developers
Often referred to as the go-to GUI toolkit by a majority of Python developers, Tkinter was created to equip modern developers with a standard interface to the Tk GUI toolkit with its Python bindings. In Tkinter’s world, most of the visual elements that we’re familiar with are called widgets, and each of these widgets offers a different level of customizability.

Social recommendations and mentions

Tkinter might be a bit more popular than Scikit-learn. We know about 33 links to it since March 2021 and only 29 links to Scikit-learn. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Scikit-learn mentions (29)

  • Essential Deep Learning Checklist: Best Practices Unveiled
    How to Accomplish: Utilize data splitting tools in libraries like Scikit-learn to partition your dataset. Make sure the split mirrors the real-world distribution of your data to avoid biased evaluations. - Source: dev.to / 6 days ago
  • How to Build a Logistic Regression Model: A Spam-filter Tutorial
    Online Courses: Coursera: "Machine Learning" by Andrew Ng EdX: "Introduction to Machine Learning" by MIT Tutorials: Scikit-learn documentation: https://scikit-learn.org/ Kaggle Learn: https://www.kaggle.com/learn Books: "Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow" by Aurélien Géron "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani, and Jerome Friedman By... - Source: dev.to / 4 months ago
  • Link Prediction With node2vec in Physics Collaboration Network
    Firstly, we need a connection to Memgraph so we can get edges, split them into two parts (train set and test set). For edge splitting, we will use scikit-learn. In order to make a connection towards Memgraph, we will use gqlalchemy. - Source: dev.to / about 1 year ago
  • WiFilter is a RaspAP install extended with a squidGuard proxy to filter adult content. Great solution for a family, schools and/or public access point
    The ML component is based on scikit-learn which differentiates it from purely list-based filters. It couples this with a full-featured wireless router (RaspAP) in a single device, so it fulfills the needs of a use case not entirely addressed by Pi-hole. Source: about 1 year ago
  • PSA: You don't need fancy stuff to do good work.
    Finally, when it comes to building models and making predictions, Python and R have a plethora of options available. Libraries like scikit-learn, statsmodels, and TensorFlowin Python, or caret, randomForest, and xgboostin R, provide powerful machine learning algorithms and statistical models that can be applied to a wide range of problems. What's more, these libraries are open-source and have extensive... Source: about 1 year ago
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Tkinter mentions (33)

  • Essential Deep Learning Checklist: Best Practices Unveiled
    How to Accomplish: Create a simple interface (CLI or GUI) where users can input an image, and the script processes and displays the model's prediction. For a CLI, use argparse to handle input arguments. For a GUI, consider libraries like Tkinter or web-based interfaces using FastAPI or Flask. The script should perform necessary preprocessing, invoke the model prediction, and present the results clearly, such as... - Source: dev.to / 6 days ago
  • Employee Management System using Python.
    Dealing with piles of papers or scattered Excel sheets for employee information can be a real headache, right? Well, what if I told you there's a smoother way to handle all that? A system that lets you easily store, update, and find details about your employees in just a few clicks. Sounds neat, doesn't it? In this article, we're going to explore creating an employee management system using Python, Tkinter, and... - Source: dev.to / about 2 months ago
  • Build a Music Player with Python
    We’re not just making any old music player here. We're building a tool that will make listening to music better and smoother for everyone. By mixing Python with cool tools like Tkinter for the design, pygame for playing music, os for handling files, and fnmatch for matching patterns, we're making a music player that’s useful and enjoyable. - Source: dev.to / 2 months ago
  • Day 7: GUIs: Graphical User Interface
    Python’s standard GUI package is called tkinter, and is already installed with Python on most platforms. As a wrapper for tkinter, the guizero package provides a considerably more user-friendly interface for using the default GUI library for Python. - Source: dev.to / 2 months ago
  • Crafting an Image to PDF Converter App Using Python
    Have you ever found yourself in a situation where you needed to convert a bunch of images into a PDF file quickly and efficiently? Imagine the convenience of converting a series of images from your recent trip into a single PDF album with just a few clicks. In this article, we will cover the process of building an Image PDF Converter App using Python. With the help of libraries like tkinter, os, and Python Imaging... - Source: dev.to / 2 months ago
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What are some alternatives?

When comparing Scikit-learn and Tkinter, you can also consider the following products

Pandas - Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python.

PyQt - Riverbank | Software | PyQt | What is PyQt?

OpenCV - OpenCV is the world's biggest computer vision library

PySimpleGUI - A simple to use GUI that can create custom GUIs

NumPy - NumPy is the fundamental package for scientific computing with Python

MD Python Designer - A drag and drop GUI Designer that uses a combination of Tkinter and its own code.