Software Alternatives, Accelerators & Startups

Scikit-learn VS Amazon CodeGuru

Compare Scikit-learn VS Amazon CodeGuru 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.

Amazon CodeGuru logo Amazon CodeGuru

Amazon CodeGuru is a machine learning service for automated code reviews and application performance recommendations.
  • Scikit-learn Landing page
    Landing page //
    2022-05-06
  • Amazon CodeGuru Landing page
    Landing page //
    2022-01-31

Scikit-learn videos

Learning Scikit-Learn (AI Adventures)

More videos:

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

Amazon CodeGuru videos

Automate Code Reviews and Application Performance Recommendations with Amazon CodeGuru

More videos:

  • Review - Amazon CodeGuru in 5 minutes
  • Review - AWS re:Invent 2019: [NEW LAUNCH!] Introduction to Amazon CodeGuru (DOP211)

Category Popularity

0-100% (relative to Scikit-learn and Amazon CodeGuru)
Data Science And Machine Learning
Code Analysis
0 0%
100% 100
Data Science Tools
100 100%
0% 0
Code Coverage
0 0%
100% 100

User comments

Share your experience with using Scikit-learn and Amazon CodeGuru. For example, how are they different and which one is better?
Log in or Post with

Reviews

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

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...

Amazon CodeGuru Reviews

We have no reviews of Amazon CodeGuru yet.
Be the first one to post

Social recommendations and mentions

Based on our record, Scikit-learn should be more popular than Amazon CodeGuru. It has been mentiond 28 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 (28)

  • 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 / 3 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 / 12 months 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
  • Help on using R for Machine Learning?
    Scikit-learn is a machine learning library that comes with a number of pre-built machine learning models, which can then be used as python wrappers. Source: about 1 year ago
View more

Amazon CodeGuru mentions (8)

  • AI Coding: The Ultimate Guide to Enhancing Your Development Workflow
    CodeGuru is a machine learning service by Amazon Web Services that provides automated code reviews and performance recommendations. Amazon CodeGuru leverages machine learning to enhance code quality by providing automated code reviews and performance recommendations. - Source: dev.to / 2 months ago
  • How to Use CodeWhisperer to Identify Issues and Use Suggestions to Improve Code Security in your IDE
    There are security scans available in JetBrains for Python, Java, JavaScript, TypeScript, and VS code as well. AWS CodeGuru Security is another amazing security tool that takes the assistance from detection engine. Detector Library is an important component of detection engine which is responsible in making you understand why your code was highlighted by CodeWhisperer and whether an action is to be taken or not.... - Source: dev.to / 4 months ago
  • Amazon CodeGuru Reviewer: already time for retirement?
    The final hint that something will probably happen soon was the announcement of the CodeGuru Security service, and the modification of the main CodeGuru page to point instead towards this new service. CodeGuru Security at first glance seems to be a modified version of the Reviewer, with a focus on security. This is pure speculation at this point, but I suspect that CodeGuru Reviewer will soon be either dropped or... - Source: dev.to / 10 months ago
  • 6 AI tool that you should use as a developer
    The security of your applications is critical in the world of software development. Amazon CodeGuru Security is an AI-powered tool that helps developers identify potential security flaws in their code. CodeGuru Security analyses codebases, makes intelligent recommendations, and flags potential security risks using machine learning algorithms. This powerful tool enables developers to proactively improve their... - Source: dev.to / 12 months ago
  • AI and the future of DevOps
    As AI technology advances, it will likely profoundly impact code reviews. This is already starting to happen with the development of tools such as Amazon CodeGuru and GitLab's ModelOps. These tools automate certain aspects of the code review process, such as identifying potential errors and suggesting improvements, saving developers time and effort while also helping to improve code quality. - Source: dev.to / over 1 year ago
View more

What are some alternatives?

When comparing Scikit-learn and Amazon CodeGuru, 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.

SonarCloud - Enhance your workflow with continuous code quality, SonarCloud automatically analyzes and decorates pull requests on GitHub, Bitbucket, Azure DevOps and GitLab on major languages.

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

Codacy - Automatically reviews code style, security, duplication, complexity, and coverage on every change while tracking code quality throughout your sprints.

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

Snyk - Snyk helps you use open source and stay secure. Continuously find and fix vulnerabilities for npm, Maven, NuGet, RubyGems, PyPI and much more.