Software Alternatives & Reviews

Scikit-learn VS MikroTik RouterOS

Compare Scikit-learn VS MikroTik RouterOS 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.

MikroTik RouterOS logo MikroTik RouterOS

The main product of MikroTik is a Linux-based operating system known as MikroTik RouterOS.
  • Scikit-learn Landing page
    Landing page //
    2022-05-06
  • MikroTik RouterOS Landing page
    Landing page //
    2023-07-25

Scikit-learn videos

Learning Scikit-Learn (AI Adventures)

More videos:

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

MikroTik RouterOS videos

MikroTik RouterOS security review

Category Popularity

0-100% (relative to Scikit-learn and MikroTik RouterOS)
Data Science And Machine Learning
Operating Systems
0 0%
100% 100
Data Science Tools
100 100%
0% 0
Perimeter Security And Firewalls

User comments

Share your experience with using Scikit-learn and MikroTik RouterOS. 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 MikroTik RouterOS

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...

MikroTik RouterOS Reviews

  1. many bugs that block connections

    since 2 years they didn't fix bugs that block the router from the internet


The Best Open Source Router OS Software for Large or Small Networks
MikroTik RouterOS is an open-source router OS software that is designed to provide a powerful, customizable, and secure networking experience. It is based on the Linux kernel and offers a range of features and capabilities that make it a popular choice among network enthusiasts, developers, and IT professionals. The open-source nature of MikroTik RouterOS means that users...
11 Best pfsense Alternatives To Secure Your Network
Before acquiring licensed software, MikroTik enables you to test the MikroTik RouterOS technology. This is referred to as Trial Mode by MikroTik, and it allows you to try the whole MikroTik RouterOS features and functionality set for up to 24 hours.
10 Best pfSense Alternatives and Similar Firewalls
RouterOS has a stateful firewall, which conducts stateful inspection and maintains track of the state of network connections traversing it. It also includes Source and Destination Network Address Translation, NAT assistance for common applications, and UPnP compatibility.
5 Router OS Turns Old PC Into High Performance Router And Enterprise Network Switch
RouterOS is the operating system of RouterBOARD. It can also be installed on a PC and will turn it into a router with all the necessary features – routing, firewall, bandwidth management, wireless access point, backhaul link, hotspot gateway, VPN server and more.
A Feast of Linux-Based Routers
Though the code is not open and it is more of a commercial offering, RouterOS from MikroTik is Linux-based. It installs onto and turns regular PCs into a enterprise-level router. It gives you all the necessary features, including routing, firewall, bandwidth management, wireless access point, backhaul link, hotspot gateway, VPN server, and more.

Social recommendations and mentions

Scikit-learn might be a bit more popular than MikroTik RouterOS. We know about 28 links to it since March 2021 and only 23 links to MikroTik RouterOS. 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 / 2 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 / 11 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: 12 months 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: almost 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

MikroTik RouterOS mentions (23)

  • Ubiquiti showing other users' consoles
    Anyone using Mikrotik these days? Been Mikro-curious for awhile and always see them thrown around as a Unifi alternative. Yet to hear of any firsthand implementations though. [0] https://mikrotik.com/. - Source: Hacker News / 5 months ago
  • Free - Self-hosted - WebRTC - alternative to Zoom, Teams, Google Meet - Real time video calls, chat, screen sharing, file sharing, collaborative whiteboard, dashboard, rooms scheduler and more!
    I keep reading it as the networking hardware company Mikrotik. Source: about 1 year ago
  • hap ax2 or ax3
    The "Buy" link at the top of mikrotik.com - this is how most hardware vendors with a distribution network have their site set up. Source: over 1 year ago
  • Germany ups reliance on Huawei for 5G despite security fears
    Or Mikrotik from Latvia, for switching/routing: Https://mikrotik.com/. Source: over 1 year ago
  • Management VLAN vs Native.
    There is way to get default to do whatewer you want (including preseted VLAN on some port): Get some config, which you'd like to use as default Login to mikrotik.com Use branding section to get packet, which can be installed on any RoS to change default config and some other things. Source: over 1 year ago
View more

What are some alternatives?

When comparing Scikit-learn and MikroTik RouterOS, 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.

pfSense - pfSense is a free and open source firewall and router that also features unified threat management, load balancing, multi WAN, and more

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

OpenWrt - OpenWrt is an open-source firmware based on Linux for wireless routers

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

OPNsense - OPNsense® you next open source firewall. Free Download. High-end Security Made Easy™. Offers Intrusion Prevention, Captive Portal, Traffic Shaping and more.