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Scikit-learn VS Numi App

Compare Scikit-learn VS Numi App and see what are their differences

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Scikit-learn logo Scikit-learn

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

Numi App logo Numi App

Numi is a beautiful text calculator for Mac.
  • Scikit-learn Landing page
    Landing page //
    2022-05-06
  • Numi App Landing page
    Landing page //
    2023-06-22

Scikit-learn features and specs

  • Ease of Use
    Scikit-learn provides a high-level interface for common machine learning algorithms, making it easy for beginners and professionals to implement complex models with minimal coding.
  • Extensive Documentation and Community Support
    The library has comprehensive documentation and a large, active community. This makes it easy to find tutorials, examples, and solutions to common problems.
  • Integration with Other Libraries
    Scikit-learn integrates well with other scientific computing libraries such as NumPy, SciPy, and pandas, allowing for seamless data manipulation and analysis.
  • Variety of Algorithms
    It offers a wide array of machine learning algorithms for tasks such as classification, regression, clustering, and dimensionality reduction.
  • Performance
    Designed with performance in mind, many of the algorithms are optimized and some even support multicore processing.

Possible disadvantages of Scikit-learn

  • Limited Deep Learning Support
    Scikit-learn is primarily focused on traditional machine learning algorithms and does not offer support for deep learning models, unlike libraries like TensorFlow or PyTorch.
  • Not Ideal for Large-Scale Data
    While Scikit-learn performs well for moderate-sized datasets, it may not be the best choice for extremely large datasets or big data applications.
  • Lack of Online Learning Algorithms
    The library has limited support for online learning algorithms, which are useful for scenarios where data arrives in a stream and model needs to be updated incrementally.
  • Less Flexibility in Customization
    It can be less flexible compared to lower-level libraries when highly customized or specific implementations are needed.
  • Dependency Overhead
    Scikit-learn relies on several other Python libraries like NumPy and SciPy, which might require users to manage multiple dependencies.

Numi App features and specs

  • Intuitive Interface
    Numi features a user-friendly and clean interface that makes it easy to use without a steep learning curve. The natural language processing allows users to input calculations in a conversational manner.
  • Versatile Functionality
    Numi is not just a calculator but also supports unit conversions, currency conversions, and various analytic operations. This makes it a multi-purpose tool that can handle a wide range of tasks.
  • Integration Capabilities
    Numi can integrate with other tools and apps, allowing for seamless transitions between different workflows. For example, it offers integration with macOS system features like Spotlight.
  • Customizable Settings
    The app allows for a high degree of customization in terms of themes, shortcuts, and functionalities. This makes it adaptable to individual user preferences.
  • Real-Time Conversions
    Numi provides real-time updates for currency and unit conversions, which is particularly useful for business users or frequent travelers.

Possible disadvantages of Numi App

  • Limited Platform Availability
    Numi is currently only available for macOS. Users on other platforms, such as Windows or Linux, cannot use the app.
  • Price
    While Numi offers a free version, some advanced features require a paid subscription. This could be a deterrent for users looking for a completely free tool.
  • Learning Curve for Advanced Features
    While basic calculations and conversions are straightforward, mastering all of Numi's more advanced features might take some time and effort.
  • Limited Documentation
    The available documentation and tutorials are somewhat limited, which can make it challenging for new users to fully utilize all the app's capabilities.
  • Dependency on Internet
    For real-time currency conversions and some other functionalities, Numi requires an internet connection, which might not always be available.

Analysis of Scikit-learn

Overall verdict

  • Yes, Scikit-learn is generally regarded as a good library for machine learning, especially for beginners and intermediate users who need reliable tools with efficient implementation of numerous algorithms.

Why this product is good

  • Scikit-learn is considered a good machine learning library because it provides a wide range of state-of-the-art algorithms for supervised and unsupervised learning. It is designed to interoperate with the Python numerical and scientific libraries NumPy and SciPy. The library is well-documented, easy to use, and has a consistent API that simplifies the integration of different algorithms. Furthermore, there's a strong community and continuous development, which means it is well-maintained and updated regularly with new features and improvements.

Recommended for

  • Beginners learning machine learning concepts and application.
  • Data scientists and engineers looking for a robust and efficient toolkit to build and deploy machine learning models.
  • Researchers who need an easy-to-use library that facilitates the experimentation of various algorithms.
  • Developers who require a seamless, Python-based machine learning library that integrates well with other data analysis tools and environments.

Analysis of Numi App

Overall verdict

  • Overall, Numi App is considered a reliable and efficient tool for those seeking a hybrid between a calculator and a note-taking application. Users appreciate its minimalist design and powerful functionality, which together streamline computational tasks and enhance productivity.

Why this product is good

  • Numi App is highly regarded for its seamless combination of text editor and calculator functionalities. It allows users to perform complex calculations within a clean and intuitive interface, which is particularly useful for those who frequently switch between text and numbers in their work. The app supports variables, natural language input, and even conversions between different units, making it versatile for various users. Its convenience and efficiency are amplified by features like integration with other apps and the ability to handle extensive calculations and commands.

Recommended for

  • Professionals who manage extensive calculations as part of their projects.
  • Students in fields that require frequent mathematical computations.
  • Individuals who appreciate a user-friendly interface coupled with robust functionality.
  • Anyone needing a reliable tool to quickly switch between text editing and calculations without leaving the app.

Scikit-learn videos

+ Add

Learning Scikit-Learn (AI Adventures)

More videos:

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

Numi App videos

+ Add

Sweat Proof Undershirt? WATCH UNTIL THE END! | Numi Shirt Review

More videos:

  • Review - Real Customers. Real Stories. | NUMI Brand Video

Category Popularity

0-100% (relative to Scikit-learn and Numi App)

Scikit-learn

Numi App

Data Science And Machine Learning
100 100%
Data Science And Machine Learning
0% 0
Calculators
0 0%
Calculators
100% 100
Data Science Tools
100 100%
Data Science Tools
0% 0
Advanced Calculator
0 0%
Advanced Calculator
100% 100

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 Numi App

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...
Source: searchbusinessanalytics.techtarget.com

Numi App Reviews

We have no reviews of Numi App yet.
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Social recommendations and mentions

Scikit-learn might be a bit more popular than Numi App. We know about 31 links to it since March 2021 and only 29 links to Numi App. 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 (31)

  • Must-Know 2025 Developer’s Roadmap and Key Programming Trends
    Python’s Growth in Data Work and AI: Python continues to lead because of its easy-to-read style and the huge number of libraries available for tasks from data work to artificial intelligence. Tools like TensorFlow and PyTorch make it a must-have. Whether you’re experienced or just starting, Python’s clear style makes it a good choice for diving into machine learning. Actionable Tip: If you’re new to Python,... - Source: dev.to / 4 months ago
  • 🚀 Launching a High-Performance DistilBERT-Based Sentiment Analysis Model for Steam Reviews 🎮🤖
    Scikit-learn (optional): Useful for additional training or evaluation tasks. - Source: dev.to / 6 months ago
  • 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 / 12 months 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 / over 1 year 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 / almost 2 years ago
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Numi App mentions (29)

  • Show HN: Heynote – A Dedicated Scratchpad for Developers
    This looks fantastic. I will definitely give it a spin. I've been tracking what I call "computational scratchpad" apps for a while now but haven't found one that fits my environment/workflow yet. Maybe Heynote will. Here are some others that I've looked at: * https://soulver.app Granddad of them all, Mac-only, proprietary, expensive * https://numi.app Mac-only, proprietary, semi-expensive. Has a Github and claims... - Source: Hacker News / over 1 year ago
  • Currency conversion suggestions?
    Numi is an awesome little calculator app that supports currency conversion. Source: almost 2 years ago
  • Windows 10 calulator alternate for MAC
    Https://numi.app/ is a great calculator, you can define different values and reuse them multiple times in an easy way. Source: about 2 years ago
  • Windows 10 calulator alternate for MAC
    A free calculator that remembers your last calculation is Numi. Source: about 2 years ago
  • Power User's Guide to the Galaxy
    Apps that can sell themselves: Numi - a way better calculator. Meeter – gives you a timer in your toolbar to showcase your next meeting, you can also easily join the meetings. Bartender – Tidy up your toolbar. Hidden Bar is a free alternative Magnet – Snap windows in place. Rectangle is a free alternative. I just happened to get Magnet. Ryan Hanson is the developer for Magnet, but also Hyperkey. He has some... Source: about 2 years ago
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What are some alternatives?

When comparing Scikit-learn and Numi App, 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.

Soulver - Soulver is a software application that functions as a calculator that allows you type a continuous stream of information rather than having to input data into multiple cells.

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

SpeedCrunch - SpeedCrunch. SpeedCrunch is a high-precision scientific calculator featuring a fast, keyboard-driven user interface. It is free and open-source software, licensed under the GPL. Download Documentation Donate .

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

Qalculate! - Qalculate! is a multiplatform multi-purpose desktop calculator.

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