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Scikit-learn VS Newscatcher News API

Compare Scikit-learn VS Newscatcher News API 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.

Newscatcher News API logo Newscatcher News API

Get News Data with API
  • Scikit-learn Landing page
    Landing page //
    2022-05-06
  • Newscatcher News API Landing page
    Landing page //
    2023-08-27

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.

Newscatcher News API features and specs

  • Comprehensive News Coverage
    Newscatcher News API provides access to a wide range of news articles from diverse sources globally, ensuring users have a broad spectrum of news content to choose from.
  • Real-time Updates
    The API offers real-time news data, allowing users to stay updated with current events as they happen.
  • Filter and Search Functionality
    Users can leverage sophisticated filtering and search capabilities to find specific news articles by criteria such as language, source, date, and topic.
  • Ease of Integration
    Newscatcher API is designed to be developer-friendly, providing clear documentation and examples for easy integration into applications.
  • Scalability
    The API is scalable, making it suitable for both small-scale applications and large enterprises with high data demands.

Possible disadvantages of Newscatcher News API

  • Pricing
    Access to the full range of features and data in Newscatcher News API may require a subscription or pricing plan that could be expensive for some users.
  • Rate Limits
    The API may have rate limits that restrict the number of requests a user can make within a certain period, which could impact applications requiring constant data access.
  • Dependency on External Data
    Relying on a third-party API like Newscatcher means that any changes or downtimes in their service could directly affect your application's performance and availability.
  • Data Redundancy
    There might be overlap or redundancy in the news articles obtained, as multiple sources may publish similar content.
  • Limited Historical Data
    The API may not provide extensive historical data, limiting users who need access to older news articles for analysis or research.

Scikit-learn videos

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Learning Scikit-Learn (AI Adventures)

More videos:

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

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Category Popularity

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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 Newscatcher News API

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

Newscatcher News API Reviews

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Social recommendations and mentions

Based on our record, Scikit-learn should be more popular than Newscatcher News API. It has been mentiond 31 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 / 3 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
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Newscatcher News API mentions (16)

  • Can anyone recommend a free News API for a portfolio project?
    Built this news website for my portfolio using NewsApi.org but turns out its only got CORS enabled for localhost which I found out when I was about to publish my web page. Found and tried another API from newscatcherapi.com but it only gives me 50 API calls for the free plan which I ran out of very quickly. Source: almost 2 years ago
  • Show HN: I created a feed of interesting content for myself
    Let me know if you need a news API. https://newscatcherapi.com/. - Source: Hacker News / over 2 years ago
  • News algorithm project-Help needed
    I think you would benefit from a news data API like our newscatcher. We don't drill down to the state level (yet) but we do allow you to filter news by country, language, individual sources, date ranges, and you can also use a query like "fire" to search for relevant articles. And the data is returned as JSON objects, so it's pretty easy to work with. Source: almost 3 years ago
  • Show HN: Stock research website with next-gen alternative data
    Hi Jakub, Nice. I want to talk to you about the news feed: it could be more than just the latest news (NLP enriched) I'm a co-founder of https://newscatcherapi.com/ I'm so sick of top notch trading platforms to just provide a list of latest news while there could be so much more insights. Well, if you'd want to discuss it: https://savvycal.com/newscatcher/chat. - Source: Hacker News / about 3 years ago
  • What are the best news APIs in the market?
    If all you care about is raw data, newscatcherapi.com is one of the best options. They already have over 60,0000 sources and readily add any sources you want to cover. Source: about 3 years ago
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What are some alternatives?

When comparing Scikit-learn and Newscatcher News API, 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.

News API - Get live headlines from a range of news sources

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

Athena News API - Powering data-driven insights from the world’s headlines.

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

Perigon - We are a news intelligence platform built to improve the quality of information that you consume.

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