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NumPy VS Thumbtack

Compare NumPy VS Thumbtack and see what are their differences

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NumPy logo NumPy

NumPy is the fundamental package for scientific computing with Python

Thumbtack logo Thumbtack

When you need to hire someone โ€” a landscaper, a DJ, anyone โ€” Thumbtack finds them for you for free. Get estimates right now from pros ready to do the job.
  • NumPy Landing page
    Landing page //
    2023-05-13
  • Thumbtack Landing page
    Landing page //
    2023-06-26

NumPy features and specs

  • Performance
    NumPy operations are executed with highly optimized C and Fortran libraries, making them significantly faster than standard Python arithmetic operations, especially for large datasets.
  • Versatility
    NumPy supports a vast range of mathematical, logical, shape manipulation, sorting, selecting, I/O, and basic linear algebra operations, making it a versatile tool for scientific and numeric computing.
  • Ease of Use
    NumPy provides an intuitive, easy-to-understand syntax that extends Python's ability to handle arrays and matrices, lowering the barrier to performing complex scientific computations.
  • Community Support
    With a large and active community, NumPy offers extensive documentation, tutorials, and support for troubleshooting issues, as well as continuous updates and enhancements.
  • Integrations
    NumPy integrates seamlessly with other libraries in Python's scientific stack like SciPy, Matplotlib, and Pandas, facilitating a streamlined workflow for data science and analysis tasks.

Possible disadvantages of NumPy

  • Memory Consumption
    NumPy arrays can consume large amounts of memory, especially when working with very large datasets, which can become a limitation on systems with limited memory capacity.
  • Learning Curve
    For users new to scientific computing or coming from different programming backgrounds, understanding the intricacies of NumPy's operations and efficient usage can take time and effort.
  • Limited GPU Support
    NumPy primarily runs on the CPU and doesn't natively support GPU acceleration, which can be a disadvantage for extremely compute-intensive tasks that could benefit from parallel processing.
  • Dependency on Python
    Since NumPy is a Python library, it depends on the Python runtime environment. This can be a limitation in environments where Python is not the primary language or isn't supported.
  • Indexing Complexity
    Although NumPy's slicing and indexing capabilities are powerful, they can sometimes be complex or unintuitive, especially for multi-dimensional arrays, leading to potential errors and confusion.

Thumbtack features and specs

  • Headquarters
    San Francisco, CA

Analysis of NumPy

Overall verdict

  • Yes, NumPy is considered good. It is a foundational library in the Python ecosystem for numerical computing and is used globally by researchers, engineers, and data scientists.

Why this product is good

  • NumPy is widely regarded as a good library because it offers fast, flexible, and efficient array handling that is integral to scientific computing in Python. It provides tools for integrating C/C++ and Fortran code, useful linear algebra, random number capabilities, and a vast collection of mathematical functions. Its array broadcasting capabilities and versatility make complex mathematical computations straightforward.

Recommended for

  • Scientists and researchers working with large-scale scientific computations.
  • Data scientists engaged in data analysis and manipulation.
  • Engineers and developers needing performance-optimized mathematical computations.
  • Educators and students in STEM fields.

Analysis of Thumbtack

Overall verdict

  • Thumbtack is generally considered a good resource for quickly finding and hiring local service professionals. Its ease of use, comprehensive reviews, and wide range of service categories make it a popular choice among users looking for reliable service providers.

Why this product is good

  • Thumbtack is a useful platform for finding local service professionals across various categories, such as home improvement, wellness, and events. It offers a streamlined process for connecting users with vetted professionals, often simplifying the traditional search and vetting procedure. The platform has an expansive list of services and allows users to read reviews, compare quotes, and make informed decisions based on their specific needs and budget.

Recommended for

  • Home improvement projects
  • Event planning services
  • Wellness and fitness services
  • Local personal services
  • Professional business services

NumPy videos

Learn NUMPY in 5 minutes - BEST Python Library!

More videos:

  • Review - Python for Data Analysis by Wes McKinney: Review | Learn python, numpy, pandas and jupyter notebooks
  • Review - Effective Computation in Physics: Review | Learn python, numpy, regular expressions, install python

Thumbtack videos

Thumbtack Review 2020: Failing Results of Lead Generation EXPLAINED

More videos:

  • Review - Thumbtack is a joke! Stay so far away from this company!
  • Review - Thumbtack Review 2020: Is it Better Than Taskrabbit?

Category Popularity

0-100% (relative to NumPy and Thumbtack)
Data Science And Machine Learning
Work Marketplace
0 0%
100% 100
Data Science Tools
100 100%
0% 0
Home Services
0 0%
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 NumPy and Thumbtack

NumPy Reviews

25 Python Frameworks to Master
SciPy provides a collection of algorithms and functions built on top of the NumPy. It helps to perform common scientific and engineering tasks such as optimization, signal processing, integration, linear algebra, and more.
Source: kinsta.com
Top 8 Image-Processing Python Libraries Used in Machine Learning
Scipy is used for mathematical and scientific computations but can also perform multi-dimensional image processing using the submodule scipy.ndimage. It provides functions to operate on n-dimensional Numpy arrays and at the end of the day images are just that.
Source: neptune.ai
Top Python Libraries For Image Processing In 2021
Numpy It is an open-source python library that is used for numerical analysis. It contains a matrix and multi-dimensional arrays as data structures. But NumPy can also use for image processing tasks such as image cropping, manipulating pixels, and masking of pixel values.
4 open source alternatives to MATLAB
NumPy is the main package for scientific computing with Python (as its name suggests). It can process N-dimensional arrays, complex matrix transforms, linear algebra, Fourier transforms, and can act as a gateway for C and C++ integration. It's been used in the world of game and film visual effect development, and is the fundamental data-array structure for the SciPy Stack,...
Source: opensource.com

Thumbtack Reviews

Over 50 Websites Like Thumbtack To Help Service Pros Find More Work
Thumbtack? Angieโ€™s List? Home Advisor? Websites like Thumbtack? There are so many costs to advertising online including membership costs, costs per lead and so this is often a forgotten expense you have to take into consideration.
Source: workiz.com
12 Best Sites Like Thumbtack Alternatives for Home Projects (2020)
Thumbtack has been around since 2008, and competition has blossomed. The following represent some of the most popular alternative sites like Thumbtack โ€“ one of which is sure to help you tackle your next big project.
37 Apps Like Thumbtack To Help You Pick Up More Work in Your Field
If youโ€™ve had success with Thumbtack, one of these platforms might be right for you, as well. You never know which of these platforms becomes the next big home service marketplace. Signing up early and scoring a couple of stellar reviews can give you a competitive advantage once the site really catches on.
10 Best Lead Generation Services for Lawyers [Reviews]
Thumbtack uses a variety of marketing strategies from advertising to content to social media to drive people to its website. They also already have millions of users who know about Thumbtack and use it on a repeat-basis for finding service providers.
Source: lexicata.com
Find the right marketplace for your tutoring business
Thumbtack markets themselves as โ€œa marketplace for accomplishmentโ€ โ€” they put people in touch with local professionals to get jobs done. Hereโ€™s a high-level look at Thumbtack:

Social recommendations and mentions

Based on our record, NumPy should be more popular than Thumbtack. It has been mentiond 122 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.

NumPy mentions (122)

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Thumbtack mentions (21)

  • Iโ€™ve been on Seeking for a while now and not luck at all , am I ugly ?
    As to your photos: invest in these. Don't post selfies, rather *hire* a professional or semi-professional photographer and do this the right way. You can find one via thumbtack.com, expect to spend $150-200 and you'll get some amazing photos. Source: about 3 years ago
  • What do you think about a fitness marketplace?
    Other than bark.com, thumbtack.com, findmytrainer.com, or the many other sites and apps that connect clients to trainers? Even a google search for "athletic trainers [my town]" yields dozens of results in any sizable community, and there's lots of review and feedback components for these listings. What do you envision bringing to the table that these sites and apps aren't already doing that would make it... Source: over 3 years ago
  • Integrating leads with airtable.
    I use airtable as a arm and I would like for leads from a job board (thumbtack.com) to automatically link to my base. Anyone have experience creating a extension to do this? Source: over 3 years ago
  • How to find a freelance personal trainer?
    There are a handful of reasonable virtual training options (Kickoff and CoPilot for example) FindYourTrainer.com, bark.com, and thumbtack.com all have ways to search for trainers near you that will come to you, also. Source: almost 4 years ago
  • Dad wants to be a real estate photographer
    Once he has some experience and a better portfolio, he can try getting some clients of his own. You can try using something like thumbtack.com or bark.com. Or he can contact some local realtors directly. Print up some promotional material and bring it to their offices. Source: almost 4 years ago
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What are some alternatives?

When comparing NumPy and Thumbtack, 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.

TaskRabbit - TaskRabbit connects you to safe and reliable help in your neighborhood.

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

Upwork - Forget the old rules. You can have the best people. Right now. Right here.

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

Freelancer.com - Search for jobs related to Www freelancer com homepage or hire on the world's largest freelancing marketplace with 12m+ jobs. It's free to sign up and bid on jobs.