Software Alternatives, Accelerators & Startups

NVSTly VS Scikit-learn

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

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NVSTly logo NVSTly

A free, interactive social investing platform where retail traders can track, share, or copy trades with extensive insights on every position & in-depth performance stats. Discover & follow top ranked investors or compete against the best.

Scikit-learn logo Scikit-learn

scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.
  • NVSTly Splash Page #1
    Splash Page #1 //
    2025-01-09
  • NVSTly Splash Page #2
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    2025-01-09
  • NVSTly Splash Page #3
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  • NVSTly Splash Page #4
    Splash Page #4 //
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  • NVSTly Trader Stats
    Trader Stats //
    2024-05-22
  • NVSTly Trader Dashboard
    Trader Dashboard //
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  • NVSTly Landing page
    Landing page //
    2023-11-16
  • NVSTly Trader Leaderboard
    Trader Leaderboard //
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  • NVSTly POV Chart
    POV Chart //
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  • NVSTly Trade Insight
    Trade Insight //
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  • NVSTly Trade Insight Notes
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  • NVSTly New Trade
    New Trade //
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  • NVSTly Active Positions
    Active Positions //
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  • NVSTly NVSTly's Peoples Choice Award from Benzinga
    NVSTly's Peoples Choice Award from Benzinga //
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  • NVSTly AI Trade Signal
    AI Trade Signal //
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  • NVSTly Mobile App | Dashboard Performance Stats
    Mobile App | Dashboard Performance Stats //
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  • NVSTly Mobile App | Trader Dashboard
    Mobile App | Trader Dashboard //
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  • NVSTly Mobile App | Trades Feed
    Mobile App | Trades Feed //
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  • NVSTly Mobile App | Trade Insights
    Mobile App | Trade Insights //
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  • NVSTly Mobile App | Trade Notes on Trade Insights
    Mobile App | Trade Notes on Trade Insights //
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  • NVSTly Mobile App | Asset Data on Trade Insights
    Mobile App | Asset Data on Trade Insights //
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  • NVSTly Mobile App | Top Traders Leaderboard Ranks
    Mobile App | Top Traders Leaderboard Ranks //
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  • NVSTly Mobile App | New Trade
    Mobile App | New Trade //
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  • NVSTly Mobile App | Active Positions
    Mobile App | Active Positions //
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  • NVSTly Mobile App | Notifications
    Mobile App | Notifications //
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  • NVSTly Discord Bot & App Flyer
    Discord Bot & App Flyer //
    2025-01-09
  • NVSTly Accepting Benzinga Award
    Accepting Benzinga Award //
    2025-01-09
  • NVSTly People's Choice Award Badge
    People's Choice Award Badge //
    2025-01-09

NVSTly is a free, interactive social investing platform that empowers retail traders to track, share, and follow trades in real-time with detailed insights and performance statistics across all major financial markets. Supporting stocks, options, futures, forex, and cryptocurrency, NVSTly caters to traders of all experience levels. Whether you're a beginner seeking guidance or a seasoned professional showcasing expertise, NVSTly has the tools to elevate your trading journey.

Follow top-ranked investors to receive real-time trade alerts, gain valuable insights, or compete on the global leaderboard to be recognized among the best. NVSTly's intuitive dashboards help traders analyze their performance with data on win rates, average returns, and more.

At its core is NVSTlyโ€™s vibrant Discord community, where 45,000+ traders collaborate, sharing trade signals, technical analysis, market news, and educational resources. NVSTly integrates fully with Discord, enabling users to access nearly every featureโ€”and moreโ€”via its unique bot. Users can also automate trade sharing across platforms like X/Twitter and Discord, with customizable post designs for impactful trade showcases.

With seamless broker integrations, NVSTly automates trade tracking and signal sharing while providing real-time market data. Advanced tools, like POV Charts visualizing trade events, offer followers insights into strategies.

AWARDS & RECOGNITION
- People's Choice Award from Benzinga FinTech Awards 2024
- #1 FinTech Product of the Week (x2) and #4 FinTech Product of the Month on Product Hunt

NVSTly is more than a platformโ€”it's a community and a toolkit empowering traders to achieve financial goals through collaboration, transparency, and innovation.

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

NVSTly

Website
nvstly.com
$ Details
freemium $6.0 / Monthly (PRO Access)
Platforms
Android iOS Windows Discord
Release Date
2021 September
Startup details
Country
United States
State
Delaware
City
Dover
Founder(s)
Rich & Alex
Employees
1 - 9

NVSTly features and specs

  • All financial markets supported
    Stocks, Stock Options, Forex, & Cryptocurrency. Futures coming soon.
  • Tracking Trades
    Manually or automatically track financial trades, investments, or positions.
  • Sharing Trades
    Manually and/or automatically share trades & investments to followers, social media platforms, & Discord. With fullt customizable Discord message/embed & social media post content.
  • Trader Dashboards & Performance Stats
    Trader dashboards showcase trading & investing history as well in-depth performance stats of trading and investing.
  • Trade/Investment Insights
    Every trade/investment has extensive insights displaying the trader's trade events (entry, average, partial/trims, exit) with their trade notes. POV Charts visualizing trade events, offer followers insights into strategies. Wide range of asset/ticker financial data & analytics.
  • Trader/Investor Leaderboard
    Discover & follow top ranked traders, or compete against the best & climb the global leaderboard.
  • Copy Trading
    Receive real-time notifications of investors trade events & updates.
  • Signal Providers, Social Traders, Gurus, Mentors, etc.
    NVSTly is the perfect tool for traders or investors who provide signals, mentorship, education, or just simply want to socialize by sharing their investing journey & performance.
  • Educational Courses, Learning Content & Material
    Our Discord community has over 50,000 investors/traders of all experience levels who collaborate by sharing educational material, analysis, trade ideas, strategies, & more. Our education center is the perfect place for newcomers to get introduced to investing & day trading for any financial market.
  • Discord Integration
    Our app is fully integrated with Discord through our unique bot- the only one of it's kind. Interact with our platform directly from Discord. Submit trades, follow investors, receive trade notifications via DMs, fetch financial charts & data- and so much more.
  • Social Media Integration
    Connect or link your social media platforms to share your trades, investments, or their performance with your followers. Input your social API keys or OAuth to enable completely hands-free automated trade sharing or signal providing. Don't waste time typing out the positions your taking.
  • Brokerage Integration
    Link your brokerage account to enable fully automated trade tracking & sharing or signal providing. Works perfect with our Discord & Social Media Integrations to share your trades/investments to followers on your social platforms completely hands-free.
  • Crypto Exchange Integration
    Coming soon: The ability to link any cryptocurrency exchange to enable fully automated trade tracking & sharing or signal providing.
  • Learn, Trade, & Earn
    Learn from top ranked traders. Showcase your strategies, trading style, & profitability. Climb the leaderboard & receive an invitation to become a verified NVSTly analyst where you receive dividends or a share of our generated revenue!
  • Completely Free to Use
    NVSTly is 100% free to use. There is no paywall to signup or interact & use our platform. Don't pay for expensive trading journals when NVSTly is the perfect alternative. Free membership doesn't limit or restrict you from NVSTly's core features!
  • Optional Memberships
    The optional membership just provides real-time financial ticker data- as market data is super expensive so your optional subscription helps cover that. You'll also unlock perks like the PRO/PRO+ badge on your dashboard, uploading media within trade notes, markdown usage in dashboard bios, an exclusive members-only channel in our Discord, & more. Can't afford it? Don't worry about it, NVSTly doesn't limit or restrict free users, you can still track & share trades, follow top traders & receive trade notifications, etc. We believe a social platform is only as good as it's active user base, and we'll aim to create additional revenue streams that doesn't require our users to pay a dime if they can't afford to or just don't want to support the platform.
  • Top Traders & Signal Providers Subscriptions
    Coming soon: Aside from top traders receiving an invite to become an NVSTly verified analyst & receive dividends or a share of our revenue, vetted traders will be able to monetize on our platform by putting a delay on their trades/investments for non-subscribers and providing that data in real-time to those who subscribe to your trading feed.
  • NVSTly Trading League: Tournaments & Challenges
    Coming soon: We're working on an innovative trading league, the perfect feature for our younger audience with a gamified experience. Compete against others in monthly tournaments winning cash prize pools & sponsored products/services. Achieve challenges to earn clout, recognition, & dashboard badges to showcase your day trading skills.

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.

Analysis of NVSTly

Overall verdict

  • Overall, NVSTly appears to be a good platform for beginners and intermediate investors looking for accessible and insightful investment tools. However, users should conduct their own research and consider their personal financial goals and risk tolerance.

Why this product is good

  • NVSTly (nvstly.com) is a platform designed to simplify and democratize investing for users by providing a user-friendly interface, offering educational resources, and utilizing AI-driven insights to enhance investment decisions.

Recommended for

    NVSTly is recommended for individuals who are new to investing, those who appreciate AI-driven insights, and users seeking an intuitive platform to manage and grow their investment portfolios.

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.

NVSTly videos

Benzinga Interviews NVSTly: The Future of Social Investing

More videos:

  • Demo - NVSTly: Social Investing | Mobile App Promo
  • Demo - NVSTly - Social Investing (Promo)
  • Review - A Social Stock & Crypto Trading App
  • Tutorial - Community Onboarding
  • Tutorial - How To Setup the Discord Bot (v0.1 early beta)
  • Tutorial - How To Use the Discord Bot (v0.1 early beta)
  • Tutorial - Trade Sharing Setup (Old v1)

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 NVSTly and Scikit-learn)
Finance
100 100%
0% 0
Data Science And Machine Learning
Trading
100 100%
0% 0
Data Science Tools
0 0%
100% 100

Questions & Answers

As answered by people managing NVSTly and Scikit-learn.

How would you describe the primary audience of your product?

NVSTly's answer

  • Retail investors and traders
  • Finance social influencers
  • Trading signal providers
  • Copy traders
  • Social traders
  • Market analysts
  • Trading communities
  • Newcomers to the markets

What makes your product unique?

NVSTly's answer

NVSTly is a completely free social investing platform fully integrated with Discord. It allows traders to track, share, and copy trades in real-time with extensive insights on every position and in-depth performance stats. Users can follow top traders and receive instant notifications of their trades or compete for a top spot on the leaderboard. NVSTly also enables automatic sharing of trades to Discord, X/Twitter, and other social media platforms. The platform supports stocks, options, forex, and cryptocurrencies on 25+ exchanges, with futures support coming soon.

Why should a person choose your product over its competitors?

NVSTly's answer

Unlike other platforms, NVSTly is entirely freeโ€”no paywalls or hidden fees. It features a unique Discord bot available for any server, making it the fastest-growing finance app on the chat platform. Users can easily discover top-performing traders or earn recognition by competing on the leaderboard.

What's the story behind your product?

NVSTly's answer

NVSTly began as a vision from the founder of Trade Hub to create a multi-platform community for traders of all levels. In 2020, amid economic uncertainty, a surge of retail investors entered the markets looking for opportunities to generate income. Many were drawn to high-risk trading without prior experience or proper research, often inspired by the /r/wallstreetbets community.

NVSTly was created to guide these new traders, providing essential tools and resources for stock market investing and day trading. The platform offers trade alerts from experienced analysts, detailing stock or option picks with entry prices, trim updates, and close alerts. This structure helps new traders quickly gain knowledge and confidence.

With the rise of cryptocurrency and NFTs, NVSTly expanded its focus to include crypto trading, providing similar tools and educational resources to navigate this complex market. NVSTlyโ€™s mission is to empower traders to become successful, independent investors through education, collaboration, and actionable insights.

Who are some of the biggest customers of your product?

NVSTly's answer

  • Discord trading servers and communities
  • Retail investors
  • Finance social influencers
  • Trade signal providers
  • Social traders
  • Copy traders
  • Beginner Investors
  • Traders wanting recognition, competition, etc.

Which are the primary technologies used for building your product?

NVSTly's answer

NVSTly began as a Discord bot with a simple web dashboard. Over time, it has evolved into an advanced web and mobile app, providing a seamless and user-friendly experience for traders while integrating brokerages, crypto exchanges, & social media for an awesome social trading experience.

User comments

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Reviews

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

NVSTly Reviews

  1. Awesome app and Discord bot

    The Discord bot is super awesome, tracks trading signals by just sending messages. The web and mobile app has great UIs and easy to navigate. Leaderboard ranking traders is genius and makes it fun to compete against others, or for people to discover you if you're a top trader.

    ๐Ÿ‘ Pros:    Real-time data|Performance stats|Leaderboard
  2. Best social app for investors

    No other app competes with this one, it's the best for signal providers to track and share their trades or any trader looking to track/share trades, compete against others on a global leaderboard and earn recognition. The Discord integration is genius, perfect for trading communities.

    ๐Ÿ‘ Pros:    Trade tracking & sharing|Copy trading|Real-time data|Discord integration|Social media integration|Free|Beginner-friendly interface
    ๐Ÿ‘Ž Cons:    Building in public, pushes live update|Doesn't support futures market yet

Best Social Trading App: NVSTly vs. Xtrades Showdown
In the ever-evolving landscape of social investing platforms, NVSTly and Xtrades are two names that frequently come up. Both platforms offer features aimed at enhancing the trading experience, but a closer look reveals significant differences in their approach and offerings. This article compares NVSTly and Xtrades, highlighting why NVSTly stands out as the superior choice...
Source: medium.com

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

Based on our record, Scikit-learn seems to be a lot more popular than NVSTly. While we know about 40 links to Scikit-learn, we've tracked only 2 mentions of NVSTly. 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.

NVSTly mentions (2)

  • Revolutionizing Discord for Traders: The All-in-One Finance Bot
    The NVSTly Discord bot is fully integrated with the NVSTly social trading app, creating a seamless experience for users across platforms. Traders can track their trades on the app, and the bot will automatically share those trades directly with their followers, via DMs, social media, or webhooks. This integration means that everything you do on the NVSTly app can be easily shared with your community in real-time... - Source: dev.to / over 1 year ago
  • This Months Trading Educational Session w/ Macrozz
    We hold live streams and educational sessions like this in our Discord which is free to join. https://thetradehub.net https://trhub.net/discord. Source: about 4 years ago

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 2 months 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 / 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 / 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 / 3 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 / 5 months ago
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What are some alternatives?

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

TradingView - The best charting tool for crypto and stocks

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

Atas - ATAS professional trading and analytic platform. ะTAS analysis program: time&sales (time and sales), smart tape, atas allows to analyze point volumes

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

GoCharting - GoCharting is a modern financial analytics platform offering world-class trading and charting experience.

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