Software Alternatives, Accelerators & Startups

Scikit-learn VS SourceTree

Compare Scikit-learn VS SourceTree 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.

SourceTree logo SourceTree

Mac and Windows client for Mercurial and Git.
  • Scikit-learn Landing page
    Landing page //
    2022-05-06
  • SourceTree Landing page
    Landing page //
    2023-07-23

Scikit-learn videos

Learning Scikit-Learn (AI Adventures)

More videos:

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

SourceTree videos

SourceTree and Mercurial Version Control

More videos:

  • Review - Getting step up with git, GitBucket and SourceTree - Joomla Beat

Category Popularity

0-100% (relative to Scikit-learn and SourceTree)
Data Science And Machine Learning
Git
0 0%
100% 100
Data Science Tools
100 100%
0% 0
Code Collaboration
0 0%
100% 100

User comments

Share your experience with using Scikit-learn and SourceTree. 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 SourceTree

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...

SourceTree Reviews

Best Git GUI Clients of 2022: All Platforms Included
Sourcetree is a free Git GUI client and can work on both Windows or Mac. This tool is simple to use yet powerful, making it perfect for both beginners and advanced users. The clean and elegant interface makes it effortless and enjoyable to navigate through.
Boost Development Productivity With These 14 Git Clients for Windows and Mac
Sourcetree is a git GUI tool from the house of Atlassian, the IT tech company that also developed Bitbucket and Jira. Compared to other similar tools, Sourcetree offers a more powerful graphical user interface (GUI.)
Source: geekflare.com
Best Git GUI Clients for Windows
You can easily perform all the necessary Git-related tasks, such as cloning repositories (including the remote ones), pushing, pulling, committing, and merging changes. Both experienced users and beginners can work successfully with Sourcetree, tracking all changes, actions, and actors.
Source: blog.devart.com

Social recommendations and mentions

Based on our record, Scikit-learn seems to be a lot more popular than SourceTree. While we know about 29 links to Scikit-learn, we've tracked only 2 mentions of SourceTree. 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 / 23 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
View more

SourceTree mentions (2)

  • Git as a Beginner
    I think a gui will be helpful, eg bitbucket sourcetree https://sourcetreeapp.com/. Source: over 1 year ago
  • WHAT IS SOURCETREE? HOW TO INSTALL IT?
    Now Let's Download Sourcetree: Go to https://sourcetreeapp.com/ then download the installer. - Source: dev.to / over 2 years ago

What are some alternatives?

When comparing Scikit-learn and SourceTree, 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.

GitKraken - The intuitive, fast, and beautiful cross-platform Git client.

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

GitHub Desktop - GitHub Desktop is a seamless way to contribute to projects on GitHub and GitHub Enterprise.

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

SmartGit - SmartGit is a front-end for the distributed version control system Git and runs on Windows, Mac OS...