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Scikit-learn VS Mint

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

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  3. » Reviews
  4. » Alternatives

Scikit-learn logo Scikit-learn

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

Mint logo Mint

Free personal finance software to assist you to manage your money, financial planning, and budget planning tools. Achieve your financial goals with Mint.
  • Scikit-learn Landing page
    Landing page //
    2022-05-06
  • Mint Landing page
    Landing page //
    2023-10-16

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.

Mint features and specs

  • Comprehensive Financial Tracking
    Mint allows users to track their spending, create budgets, and monitor financial goals all in one place, offering a complete view of their financial health.
  • Free to Use
    Mint is free, providing users with robust financial management tools without any cost, making it accessible for anyone looking to improve their financial situation.
  • Automatic Synchronization
    Mint automatically syncs with bank accounts, credit cards, and other financial institutions, ensuring that users have up-to-date information without manual data entry.
  • Spending Insights and Alerts
    The app provides detailed insights into spending habits and allows users to set up customizable alerts for unusual transactions, budget limits, and bill reminders.
  • Credit Score Monitoring
    Mint offers free credit score monitoring, helping users keep track of their credit health and providing tips on how to improve their score.

Possible disadvantages of Mint

  • Advertisements
    As a free service, Mint includes advertisements and promotions for financial products, which some users might find intrusive or distracting.
  • Security Concerns
    Despite strong security measures, some users may still have reservations about sharing their financial data with a third-party app, potentially exposing themselves to cybersecurity risks.
  • Data Sync Issues
    Some users report occasional problems with data synchronization, where transactions may not be updated promptly or correctly, leading to discrepancies in financial tracking.
  • Limited Investment Tracking
    While Mint provides a basic overview of investment accounts, it lacks advanced investment tracking and analysis tools that more dedicated investment platforms offer.
  • Customer Support
    Mint's customer support is primarily online and may not offer the level of responsiveness or personalized assistance that users might need, especially in urgent situations.

Scikit-learn videos

+ Add

Learning Scikit-Learn (AI Adventures)

More videos:

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

Mint videos

+ Add

Mint App Review (2019) — The Best Features for Managing Your Money

More videos:

  • Review - The Intuit Mint App Review | Honest Review
  • Review - Personal Capital vs Mint Review (which is better?)

Category Popularity

0-100% (relative to Scikit-learn and Mint)

Scikit-learn

Mint

Data Science And Machine Learning
100 100%
Data Science And Machine Learning
0% 0
Personal Finance
0 0%
Personal Finance
100% 100
Data Science Tools
100 100%
Data Science Tools
0% 0
Finance
0 0%
Finance
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 Mint

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

Mint Reviews

10 Best Mint Alternatives (Free & Paid)
Mint was one of the first free online budgeting apps when it launched in 2007. I used it when it was first released. Intuit purchased Mint in 2009 and recently shut Mint.com down. Current users are now forced to find a replacement. Here are the 10 best Mint alternatives worth considering.
Source: robberger.com
The 10 Best Alternatives to GnuCash for Managing Your Finances
Mint.com is a well-known free GnuCash alternative for managing personal finances. This online tool is praised for its easy-to-use interface and automatic transaction categorization, which simplifies tracking your spending. Mint.com also provides personalized financial advice tailored to your spending patterns.
Source: www.findmycrm.com
Best Mint Alternatives to Keep Your Budget on Track
Intuit told Mint users to switch to Credit Karma, its free app best known for tracking credit scores. You can access some Mint-style features with Credit Karma — including viewing linked accounts, transactions, cash flow and your spending and net worth over time — as well as unique offerings like credit monitoring of your Experian and TransUnion reports and...
Source: www.cnbc.com
10 Best Mint Alternatives To Manage Your Money in 2024
Empower, formerly Personal Capital, is probably the closest of all Mint alternatives. Like Mint, it offers a free personal finance dashboard, but the tools are much more extensive than Mint ever offered. You can link most financial accounts to Empower and track your net worth.
Source: 7saturdaysfinancial.com
Quicken Alternatives: Top 5 Financial Tools for Efficient Money Management
Mint is a well-known budgeting app that allows users to keep a close eye on their finances. With features like expense tracking, custom budget categories, and bill reminders, Mint makes managing money more accessible and straightforward. This free solution is perfect for individuals looking for a basic budgeting tool, with options to view all transactions, categorize them,...
Source: finally.com

Social recommendations and mentions

Based on our record, Mint should be more popular than Scikit-learn. It has been mentiond 80 times since March 2021. 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 / 5 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 / 11 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 / about 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
View more

Mint mentions (80)

  • Credit card debt
    A few budgeting platforms to check out. I've tried a couple of these and can vouch for the Intuit, YNAB, and Google Sheet but the others are just ones I found online. The important part is finding one that works for you. Source: over 1 year ago
  • HN search engine now shows Google's 404 error page
    I think there's an ongoing issue somewhere because, https://mint.intuit.com/ is also dead. - Source: Hacker News / over 1 year ago
  • What do you use for asset tracking and why?
    Mint - feel they were the original and the first. Investments were always broken for me, but think they still do a great job on the expenses side. Source: over 1 year ago
  • 25 Best Productivity Apps: 2023 Review Guide
    Money makes the world go round, and managing it well can be pretty time-consuming. After all, entire professions, like financial planners and accountants, are centered around just that. However, Mint is a great tool for productively managing your own money, budgets, and financial goals, bringing together bank accounts, credit cards, loans, and investments into a centralized platform. Its real-time syncing and... - Source: dev.to / over 1 year ago
  • Is MINT not user friendly or is it just me?
    Https://mint.intuit.com/ scroll down and expand mint help center. Source: almost 2 years ago
View more

What are some alternatives?

When comparing Scikit-learn and Mint, 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.

YNAB - Working hard with nothing to show for it? Use your money more efficiently and control your spending and saving with the YNAB app.

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

GnuCash - A personal and small-business financial-accounting software, licensed under GNU/GPL and available for Linux, Windows, Mac OS X, BSD, and Solaris.

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

Quicken - Stay in control of your monthly cash flows, budgets, and expenditures. Quicken provides a navigable interface where you can organize your debit, credit, and savings, and build good habits accordingly.

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