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PyPOTS VS Open Laravel

Compare PyPOTS VS Open Laravel and see what are their differences

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  2. » Reviews
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PyPOTS logo PyPOTS

a Python lib for data mining on PartiallyObserved TimeSeries

Open Laravel logo Open Laravel

A repository of open source projects built using Laravel
  • PyPOTS Landing page
    Landing page //
    2023-09-15
  • Open Laravel Landing page
    Landing page //
    2022-12-11

PyPOTS features and specs

No features have been listed yet.

Open Laravel features and specs

  • Open Source
    Open Laravel offers an open-source framework which provides the flexibility to customize and contribute to the code base. This approach fosters community collaboration and continuous improvement.
  • Active Community
    The platform has an active community, enhancing development support, sharing of best practices, and a wealth of resources for problem-solving.
  • Comprehensive Documentation
    Open Laravel has extensive and well-organized documentation that helps developers quickly learn and resolve potential issues with the framework.
  • Rich Feature Set
    It provides a rich set of features including routing, task scheduling, and authentication that simplify the development process and reduce the need for third-party packages.

Possible disadvantages of Open Laravel

  • Steep Learning Curve
    Beginners may find Open Laravel challenging due to its extensive feature set and the need to understand modern development practices.
  • Frequent Updates
    The pace of updates and changes can be difficult to keep up with, potentially causing compatibility issues with existing projects.
  • Performance Overhead
    As a comprehensive framework, there might be some performance overhead compared to writing custom code, which may affect application speed if not managed properly.
  • Dependency on Laravel Community
    Since it relies on the Laravel community for ongoing support and updates, its evolution depends on the community's engagement and contributions.

Category Popularity

0-100% (relative to PyPOTS and Open Laravel)

PyPOTS

Open Laravel

Developer Tools
13 13%
Developer Tools
87% 87
Productivity
14 14%
Productivity
86% 86
Open Source
100 100%
Open Source
0% 0
Web App
0 0%
Web App
100% 100

User comments

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Social recommendations and mentions

Based on our record, PyPOTS seems to be more popular. It has been mentiond 3 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.

PyPOTS mentions (3)

  • [R] SAITS: Self-Attention-based Imputation for Time Series. Expert Systems with Applications, 219:119619, 2023.
    Absolutely my pleasure! Please pay a visit to the toolbox PyPOTS https://pypots.com if you're interested in modelling partially-observed time series (POTS). It deserves your attention ;-). Source: almost 2 years ago
  • Missing values in time series collected from the real world are common to see and very pesky. A new state-of-the-art and fast neural network called SAITS is proposed to impute missing data in partially-observed multivariate time series. The code is open source on GitHub.
    If your research lies in time-series modeling, you may also be interested in the work PyPOTS: a Python toolbox for data mining on Partially-Observed Time Series https://pypots.com/. Its full paper is available on arXiv as well https://arxiv.org/abs/2305.18811, which has been peer-reviewed and accepted by the 9th SIGKDD international workshop Mining and Learning from Time Series (MiLeTS'23). Source: almost 2 years ago
  • We built PyPOTS: an open-source toolbox for data mining on partially-observed time series
    Due to all kinds of reasons like failure of collection sensors, communication error, and unexpected malfunction, missing values are common to see in time series from the real-world environment. This makes partially-observed time series (POTS) a pervasive problem in open-world modelling and prevents advanced data analysis. Although this problem is important, the area of data mining on POTS still lacks a dedicated... Source: almost 2 years ago

Open Laravel mentions (0)

We have not tracked any mentions of Open Laravel yet. Tracking of Open Laravel recommendations started around Mar 2021.

What are some alternatives?

When comparing PyPOTS and Open Laravel, you can also consider the following products

Awesome Python - Your go-to Python Toolbox. A curated list of awesome Python frameworks, packages, software and resources. 1303 projects organized into 177 categories.

Laravel Voyager - The missing Laravel admin

Apify Python SDK - Build and manage web scraping Actors in the cloud.

Laravel Kit - Desktop Laravel admin panel app with no configuration needs

Google Workspace - Google's encompassing suite of cloud-based business apps.

Invoker - The no-bull Laravel tool

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