Software Alternatives, Accelerators & Startups

Unimus VS Scikit-learn

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

Unimus logo Unimus

Unimus is a Network Automation and Configuration management (NCM) solution designed for fast deployment network-wide and ease of use. Unimus does not require learning any abstraction or templating languages, and does not require any coding skills.
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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.
  • Unimus Landing page
    Landing page //
    2021-03-31
  • Unimus
    Image date //
    2024-05-15
  • Unimus
    Image date //
    2024-05-15

Unimus is a multi-vendor NCM software that covers these four main areas:

  1. Network Automation - Deploy configuration network-wide with just a few clicks with the Mass Config Push / Pull features available in Unimus.

  2. Disaster Recovery - Automatic, continuous configuration backup with notifications on failure. Your network will be prepared for any unforeseen circumstances.

  3. Change Management - Easy change management with graphical diffs in only a few clicks. Unimus makes change-tracking and change-auditing an easy task.

  4. Configuration Auditing - Gain visibility into your network. Search your entire networks configuration in seconds to know what is configured how and where.

  • Scikit-learn Landing page
    Landing page //
    2022-05-06

Unimus features and specs

  • Network Automation: Mass Config Push / Pull
  • Configuration Backup: Network disaster recovery
  • Change management: Configuration change detection, notifications and change review / auditing
  • Configuration Auditing: Network-wide configuration search for easy compliance validation

Scikit-learn features and specs

No features have been listed yet.

Unimus videos

New NMS Sync Logic in Unimus 2.4.0

More videos:

  • Review - Unimus 2.4 release overview
  • Review - Unimus in 2 min
  • Review - Unimus 2.0.0 release overview

Scikit-learn videos

Learning Scikit-Learn (AI Adventures)

More videos:

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

Category Popularity

0-100% (relative to Unimus and Scikit-learn)
Network Automation
100 100%
0% 0
Data Science And Machine Learning
Configuration Auditing
100 100%
0% 0
Data Science Tools
0 0%
100% 100

Questions and Answers

As answered by people managing Unimus and Scikit-learn.

What makes your product unique?

Unimus's answer

Unimus is an on-premise, multi-tenant, device agnostic NCM software that brings value and saves time. Disaster recovery and Change management together with Configuration auditing and Network Automation features, make Unimus a very robust network configuration management system.

What's the story behind your product?

Unimus's answer

Unimus came to this world in 2016. Our goal was to create a simple, user friendly, but powerful Network Automation and Network Config Management solution. Unimus now manages more than a million network devices across thousands of deployments around the world.

Our mission has since expanded to bring other new tools which are missing in the Networking industry to the market. We want to create software that will make life easier for net-admins around the world.

User comments

Share your experience with using Unimus and Scikit-learn. For example, how are they different and which one is better?
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Reviews

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

Unimus Reviews

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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...

Social recommendations and mentions

Scikit-learn might be a bit more popular than Unimus. We know about 28 links to it since March 2021 and only 19 links to Unimus. 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.

Unimus mentions (19)

  • Mixed Platform for Switches and Wireless Access Points
    I recently found out about unimus. It really works well to push configs and gather configs - you can see the changes for each config pull even across different devices. It runs as .exe or on a vm Check it out! Not even expensive - 1device 4,5€ a year or 7500€ a year unlimited. Source: about 1 year ago
  • Cisco Configuration Change Monitoring for Network Team
    Unimus would handle this nicely for you. It will build a versioned configuration history for your devices, and you can then see changepoints - when something changed, and what changed (including nice graphical diffs). Source: about 1 year ago
  • Track Changes on Switches/Routers/Firewalls
    Take a look at Unimus. It will generate a configuration timeline for your devices, you can generate diffs, and it will send config change notifications (including full graphical diffs in the change notification emails / Slack notifications). Also many other useful config management features in there. Source: about 1 year ago
  • Version control for configs yes or no?
    I forgot also Unimus. They are amazing 🤩. https://unimus.net. Source: about 1 year ago
  • What is the best way to make all cisco configs match?
    If you have zero netops experience (eg ansible) this will work: https://unimus.net/. Source: about 1 year ago
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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

What are some alternatives?

When comparing Unimus and Scikit-learn, you can also consider the following products

Oxidized - configuration backup software (IOS, JunOS) - silly attempt at rancid

Pandas - Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python.

RANCID - RANCID - Really Awesome New Cisco confIg Differ.

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

GenieACS - A fast and lightweight TR-069 Auto Configuration Server (ACS)

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