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NumPy VS DocuSign

Compare NumPy VS DocuSign and see what are their differences

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NumPy logo NumPy

NumPy is the fundamental package for scientific computing with Python

DocuSign logo DocuSign

Try DocuSign's interactive signing demo now! Send yourself an electronic document to digitally sign using our e-signature service.
  • NumPy Landing page
    Landing page //
    2023-05-13
  • DocuSign Landing page
    Landing page //
    2023-12-15

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.

DocuSign features and specs

  • User-friendly Interface
    DocuSign offers an intuitive and easy-to-use interface that makes it simple for users to navigate through the process of uploading, sending, and signing documents.
  • High Security
    DocuSign employs robust security protocols, including encryption and multiple authentication options, to ensure that documents are secure and compliant with legal standards.
  • Integration Capabilities
    It seamlessly integrates with various applications like Microsoft Office, Google Drive, Salesforce, and many other popular business tools, enhancing its utility.
  • Wide Acceptance
    DocuSign is widely accepted and legally recognized in many countries, making it a reliable choice for official and legal documentation.
  • Mobile App
    DocuSign offers a mobile app that provides flexibility for users to manage and sign documents on the go.

Possible disadvantages of DocuSign

  • Cost
    Pricing can be relatively high, especially for small businesses and individual users, compared to other electronic signature solutions.
  • Complexity for Advanced Features
    While the basic functionality is user-friendly, some advanced features can be complex to set up and may require additional training or support.
  • Customer Support
    Some users have reported that customer support can be slow to respond or resolve issues, which can be inconvenient during critical times.
  • Document Integrity Issues
    In some instances, users have encountered issues with document formatting and integrity when documents are uploaded in certain formats.
  • Limited Customization
    Customization options are somewhat limited, especially in comparison to more advanced document management systems.

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 DocuSign

Overall verdict

  • Yes, DocuSign is a reputable and effective choice for electronic signature needs. It is trusted by many businesses and individuals for its reliability and comprehensive features.

Why this product is good

  • DocuSign is widely regarded as a leading electronic signature solution due to its ease of use, security features, and strong integration capabilities with various platforms. It allows users to sign documents quickly and securely from anywhere, thereby improving workflow efficiency and reducing paper waste.

Recommended for

  • Businesses that require frequent and secure document signing processes
  • Individuals who need to sign documents remotely
  • Organizations looking to reduce paper usage and transition to digital workflows
  • Companies that use platforms like Salesforce, Google, or Microsoft and need seamless integration with a signing solution

NumPy videos

+ Add

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

DocuSign videos

+ Add

Review: PandaDoc vs DocuSign

More videos:

  • Review - DocuSign Review - Beginners Guide PREVIEW by Bizversity.com
  • Tutorial - How To Use DocuSign | Step-By-Step Tutorial

Category Popularity

0-100% (relative to NumPy and DocuSign)

NumPy

DocuSign

Data Science And Machine Learning
100 100%
Data Science And Machine Learning
0% 0
eSignature
0 0%
eSignature
100% 100
Data Science Tools
100 100%
Data Science Tools
0% 0
Document Automation
0 0%
Document Automation
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 DocuSign

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.
Source: www.analyticsvidhya.com
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

DocuSign Reviews

10 best PandaDoc alternatives & competitors in 2024
Other Docusign products allow users to generate agreements and manage agreement workflows. Docusign offers an AI tool that can streamline agreement summaries, contract reviews, and risk identification.
Source: www.jotform.com
Top 20 PandaDoc Alternatives and Competitors in 2024
DocuSign might be better in terms of effortlessly signing documents on the go, but PandaDoc has more features for document creation and management and unlimited storage.
Source: oneflow.com
The Top 10 Best PandaDoc Alternatives to Manage Documents in 2024
DocuSign is a pioneer in the e-signature space and offers a comprehensive platform with powerful features, including advanced document routing, workflow automation, and integration with leading business applications. It is one of the popular PandaDoc alternatives today.
Source: clickup.com
5 Popular Ways to Sign Forms Online
Potential considerations for businesses considering DocuSign involve non-adjustable account limitations. DocuSign’s subscription service – at all three levels – sets a cap on signature files – called envelopes – and users report being unable to purchase more as needed.
Source: www.fileinvite.com
Top 5 Best Document Management Software With Client Portal in 2022
Obtaining signatures is crucial, but so is receiving signed papers. DocuSign's document tracking tools make this procedure easier. Reports are updated in real-time, so you can see those activities reflected in the reports as signatures are collected, and papers are returned. Its secure nature allows it to be utilized as document automation for healthcare, legal, and other...
Source: www.techtimes.com

Social recommendations and mentions

Based on our record, NumPy seems to be a lot more popular than DocuSign. While we know about 119 links to NumPy, we've tracked only 8 mentions of DocuSign. 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 (119)

  • Building an AI-powered Financial Data Analyzer with NodeJS, Python, SvelteKit, and TailwindCSS - Part 0
    The AI Service will be built using aiohttp (asynchronous Python web server) and integrates PyTorch, Hugging Face Transformers, numpy, pandas, and scikit-learn for financial data analysis. - Source: dev.to / 4 months ago
  • F1 FollowLine + HSV filter + PID Controller
    This library provides functions for working in domain of linear algebra, fourier transform, matrices and arrays. - Source: dev.to / 8 months ago
  • Intro to Ray on GKE
    The Python Library components of Ray could be considered analogous to solutions like numpy, scipy, and pandas (which is most analogous to the Ray Data library specifically). As a framework and distributed computing solution, Ray could be used in place of a tool like Apache Spark or Python Dask. It’s also worthwhile to note that Ray Clusters can be used as a distributed computing solution within Kubernetes, as... - Source: dev.to / 9 months ago
  • Streamlit 101: The fundamentals of a Python data app
    It's compatible with a wide range of data libraries, including Pandas, NumPy, and Altair. Streamlit integrates with all the latest tools in generative AI, such as any LLM, vector database, or various AI frameworks like LangChain, LlamaIndex, or Weights & Biases. Streamlit’s chat elements make it especially easy to interact with AI so you can build chatbots that “talk to your data.”. - Source: dev.to / 10 months ago
  • A simple way to extract all detected objects from image and save them as separate images using YOLOv8.2 and OpenCV
    The OpenCV image is a regular NumPy array. You can see it shape:. - Source: dev.to / 10 months ago
View more

DocuSign mentions (8)

  • Open Source Document Signing: Revolutionizing Digital Authentication
    In the new era of digital transformation, the ability to sign various documents electronically has become a cornerstone of business efficiency & success. Open source document signing platforms like OpenSign™, represents a significant shift in this landscape. Unlike proprietary solutions such as DocuSign, open source document signing platforms offer a very level of transparency, customization and community-driven... - Source: dev.to / over 1 year ago
  • Spam? Receive this through my work email to sign a document. Help!
    Docusign has a .com address, def not a .click address. This is 100% fishing. A very easy way to tell is to hover over any url and see what the address is. You can also try to do a reply, or if your savvy enough look into the routing info of the email. Did it com from the companies domain? I.e. docusign.com, fedex.com, ups.com anything like that. If it didn't, its fake. Source: over 2 years ago
  • Has anyone built their own landing page for their rental so previous guests can rebook without fees/be partially independent from marketplaces?
    No, it's definitely not dumb. Great point, I imagine there would have to be some legal contract, like docusign.com that can be signed electronically with a deposit. If anyone has anything to input on this, it would be great help. Source: over 2 years ago
  • Will I be obligated to pay something in the future?
    Long story short, I'm working on opening my first business. My partner and I signed a lease with one place where our store would be located. The lease was signed thru docusign.com and it was a legit lease with all the terms. We were waiting for the landlord to come back to us as we needed some documentation for the county, which didn't happen for a week, then another one, we only had contact with him thru real... Source: almost 3 years ago
  • Whitelisting a domain in Office 365
    I'm curious why you would be receiving 100+ phishing/malware/spam if you whitelisted Docusign... Unless all that phishing spam was coming from @ docusign.com - just curious. Source: about 3 years ago
View more

What are some alternatives?

When comparing NumPy and DocuSign, 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.

PandaDoc - Boost your revenue with PandaDoc. A document automation tool that delivers higher close rates and shorter sales cycles. We've helped over 30,000+ companies.

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

Dropbox Sign - eSignatures Simplified. The Most Powerful Platform for Your Business Agreements.

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

SignNow - Electronic signature that scales with your workflow

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