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Scikit-learn VS TradingView

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

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Contents:
  1. ยป Base Details
  2. ยป Videos
  3. ยป Reviews
  4. ยป Alternatives

Scikit-learn logo Scikit-learn

scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

TradingView logo TradingView

The best charting tool for crypto and stocks
  • Scikit-learn Landing page
    Landing page //
    2022-05-06
  • TradingView Landing page
    Landing page //
    2023-05-25

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.

TradingView features and specs

  • User-friendly Interface
    TradingView offers a clean and intuitive interface that is easy for both beginners and experienced traders to navigate.
  • Comprehensive Charting Tools
    The platform provides a wide range of charting tools, including indicators, drawing tools, and customizable chart types to conduct in-depth technical analysis.
  • Cloud-based Platform
    Being cloud-based, TradingView allows users to access their charts and settings from any device with internet access, ensuring flexibility and convenience.
  • Social Community
    TradingView has a strong community aspect where users can share ideas, analysis, and strategies, fostering a collaborative environment.
  • Data Coverage
    The platform supports data from a variety of global markets, including stocks, forex, cryptocurrencies, and commodities, providing broad market coverage.
  • Pine Script
    TradingView offers its own scripting language, Pine Script, which allows users to create custom indicators and strategies.

Possible disadvantages of TradingView

  • Subscription Cost
    While TradingView offers a free tier, advanced features and additional data require a subscription that may be costly for some users.
  • Limited Broker Integration
    The number of brokers integrated with TradingView for direct trading is limited, which may be a drawback for users whose preferred brokers are not supported.
  • Data Delays
    Free tier users may experience delays in data feeds, which can be critical during fast market movements.
  • Customization Restrictions
    Some advanced customization options for charts and tools are restricted to higher subscription levels.
  • Learning Curve for Pine Script
    Although powerful, Pine Script has a learning curve, which may be challenging for users who are not familiar with coding.

Analysis of Scikit-learn

Overall verdict

  • Yes, Scikit-learn is generally regarded as a good library for machine learning, especially for beginners and intermediate users who need reliable tools with efficient implementation of numerous algorithms.

Why this product is good

  • Scikit-learn is considered a good machine learning library because it provides a wide range of state-of-the-art algorithms for supervised and unsupervised learning. It is designed to interoperate with the Python numerical and scientific libraries NumPy and SciPy. The library is well-documented, easy to use, and has a consistent API that simplifies the integration of different algorithms. Furthermore, there's a strong community and continuous development, which means it is well-maintained and updated regularly with new features and improvements.

Recommended for

  • Beginners learning machine learning concepts and application.
  • Data scientists and engineers looking for a robust and efficient toolkit to build and deploy machine learning models.
  • Researchers who need an easy-to-use library that facilitates the experimentation of various algorithms.
  • Developers who require a seamless, Python-based machine learning library that integrates well with other data analysis tools and environments.

Scikit-learn videos

+ Add

Learning Scikit-Learn (AI Adventures)

More videos:

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

TradingView videos

+ Add

TRADINGVIEW REVIEW

More videos:

  • Review - Why I Switched From MetaTrader to TradingView - TradingView Review
  • Review - My Trading Set-up | Thinkorswim and Tradingview

Category Popularity

0-100% (relative to Scikit-learn and TradingView)

Scikit-learn

TradingView

Data Science And Machine Learning
100 100%
Data Science And Machine Learning
0% 0
Finance
0 0%
Finance
100% 100
Data Science Tools
100 100%
Data Science Tools
0% 0
Trading
0 0%
Trading
100% 100

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 TradingView

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

TradingView Reviews

  1. Bezbeda
    Best graph ever

    Best but to expensive

    ๐Ÿ Competitors: CoinMarketCap
    ๐Ÿ‘ Pros:    Accurate|Professional
    ๐Ÿ‘Ž Cons:    Price
  2. Guest
    Tradingview tool

    useful and professional

    ๐Ÿ Competitors: Dealerify.io, GoCharting
  3. Guest
    Tradingview

    Good tool

TradingView Alternatives For Budget Conscious Traders
TradingView has changed their pricing and many users are not happy, especially those who use replay and multiple alerts. If you use the platform for charting, analysis and notifications and the shift from 5 alerts to 1 on the basic plan has been a big minus. If youโ€™re looking for TradingView alternatives that offer these features without the cost, youโ€™re not alone. Letโ€™s...
Source: medium.com
Top 8 Forex Tester Alternatives in 2024
Overall, while TradingView is good for charting and casual testing, and it also has many other features for traders, besides backtesting. TradingView is good for traders who want to interact and trade in real-time but might not fit those looking for intense strategy testing like Forex Tester offers.
Source: forextester.com
Top 4 Stocks Research Tools in 2024
TradingView provides a charting platform equipped with market-analysis software designed to support your trading decisions. Additionally, it stands out as the leading social network for traders and investors on the internet, boasting over 50 million users.
Source: intellectia.ai
13 BEST TradingView Alternative for Equity, Crypto & Forex
TradingView is online stock-picking software and screener for both beginners and experienced active traders. It helps you combine various types of cloud-based charting tools for research. It provides users the ability to share and collaborate with other online traders. This online trade analysis software offers features like a stock screener, HTML5 charts, an extensive...
Source: www.guru99.com
We Have Tried These 6 Free TradingView Alternatives
The greatest website for traders is Tradingview because of its numerous distinctive features. This website has several features, such as sections for charts, member analyses, filtering, and more. You can access and view other peopleโ€™s analyses on this website. To assist you in selecting the best option for your trading requirements, we have tried these six TradingView free...
Source: medium.com

Social recommendations and mentions

Based on our record, TradingView should be more popular than Scikit-learn. It has been mentiond 258 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 (40)

  • Detecting Ingress Tool Transfer (T1105) with Python
    Certutil.exe or notepad.exe opening an external connection lands in rare because, fleet-wide, those processes almost never egress. Tune the <= 3 threshold to your environment size. For a more principled version, score each (process, destination) pair by frequency and treat the long tail as the hunt queue, which is the same idea behind scikit-learn's rarity-based anomaly methods without the model overhead. - Source: dev.to / about 1 month ago
  • Best AI Cybersecurity Training for Security Teams: How to Pick
    Pre-configured environment. A working VM or container with Jupyter, pandas, scikit-learn, and transformers already installed. Realistic security datasets loaded. GTK Cyber students work in the Centaur VM, a free Apache 2.0 portable lab. If the first hour of training is fighting CUDA installs, the course is not ready. - Source: dev.to / about 2 months ago
  • Where to Get Hands-On AI Training for Cybersecurity Professionals
    Pre-configured environment. A good course ships a VM or container with Jupyter, pandas, scikit-learn, PyTorch or transformers, and realistic security datasets loaded. GTK Cyber students work in the Centaur VM, a free Apache 2.0 portable lab. No setup tax. - Source: dev.to / about 2 months ago
  • How Anomaly Detection Actually Works in Security Operations
    Isolation-based models: Build random decision trees that split features. Points that are isolated quickly (short average path length across trees) are anomalies. IsolationForest in scikit-learn implements this. Handles high-dimensional feature spaces without assuming a distribution. - Source: dev.to / 2 months ago
  • Building a Personalized Meal Recommendation System
    In practice, youโ€™ll want to use libraries (like scikit-learn or TensorFlow.js for more advanced modeling), but the principle remains: find what similar users enjoy, and use that as a basis for recommendations. - Source: dev.to / 4 months ago
View more

TradingView mentions (258)

  • Going from paper trading to real money. Best way to go about this?
    What is my best option here to move forward and play with $10 on tradingview.com. Source: almost 3 years ago
  • Daily Discussion Thread | July 11
    Maybe get on tradingview.com? Thats my favorite charting system outside of TOS. Its limited in the free version though. Source: almost 3 years ago
  • Big news for our BTC loyalists ๐Ÿ“ˆ
    According to data from TradingView.com, BTC has officially reached 50% market dominance for the first time in 2 years. Source: about 3 years ago
  • We offer different account types with a lifetime warranty for uninterrupted access. Choose from streaming, sports, gaming, and trading.
    Netflix Premium with a 1-month warranty, HBO Max with a lifetime warranty, Molotov Tv Plus with a lifetime warranty, TradingView Pro with a lifetime warranty, NBA League Pass with a lifetime warranty, TradingView Pro Plus with a lifetime warranty, Molotov Tv Extended with a lifetime warranty, Netflix Premium with a 1-year warranty, NBA League Pass Premium with a lifetime warranty, tradingview.com Premium with a... Source: about 3 years ago
  • What chart packages are being used now either intraday or EOD
    Assume its all web based now, tradingview.com has a lot for free. Source: about 3 years ago
View more

What are some alternatives?

When comparing Scikit-learn and TradingView, 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.

FinViz - Stock screener for investors and traders, financial visualizations.

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

MetaTrader5 - World-leading multi-asset platform that allows trading Forex, Stocks, Futures and CFDs.

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

Yahoo! Finance - At Yahoo Finance, you get free stock quotes, up-to-date news, portfolio management resources, international market data, social interaction and mortgage rates that help you manage your financial life.

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