Software Alternatives, Accelerators & Startups

PyTorch VS CobbleStone Software

Compare PyTorch VS CobbleStone Software and see what are their differences

Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

PyTorch logo PyTorch

Open source deep learning platform that provides a seamless path from research prototyping to...

CobbleStone Software logo CobbleStone Software

Managing contracts just got easier with CobbleStone!
Visit Website
  • PyTorch Landing page
    Landing page //
    2023-07-15
  • CobbleStone Software Landing page
    Landing page //
    2021-08-16

CobbleStone Software provides award-winning contract management software (CLM) for thousands of users around the world. CobbleStone Contract Insight is a user-friendly contract lifecycle management software solution that automates and streamlines the entire contract process with artificial intelligence and natural language processing.

PyTorch

Pricing URL
-
$ Details
Platforms
-
Release Date
-

CobbleStone Software

$ Details
freemium $59.0 / Monthly (Unlimited contract storage)
Platforms
Windows Browser Android iOS Google Chrome Firefox Safari REST API Cloud iPhone Internet Explorer Chrome OS Windows Phone AWS .Net Edge Salesforce Azure ASP.NET API Web Mobile
Release Date
2010 August

PyTorch features and specs

  • Dynamic Computation Graph
    PyTorch uses a dynamic computation graph, which allows for interactive and flexible model building. This is particularly beneficial for researchers who need to modify the network architecture on-the-fly.
  • Pythonic Nature
    PyTorch is designed to be deeply integrated with Python, making it very intuitive for Python developers. The framework feels more 'native' to Python, which improves the ease of learning and use.
  • Strong Community Support
    PyTorch has a large, active, and growing community. This means abundant resources such as tutorials, forums, and third-party tools are available to help developers solve problems and share solutions.
  • Flexibility and Control
    PyTorch offers granular control over computations and provides extensive debugging capabilities. This level of control is beneficial for tasks that require precise tuning and custom implementations.
  • Support for GPU Acceleration
    PyTorch offers seamless integration with GPU hardware, which significantly accelerates the computation process. This makes it highly efficient for deep learning tasks.
  • Rich Ecosystem
    PyTorch has a rich ecosystem including libraries like torchvision, torchaudio, and torchtext, which are specialized for different data types and can significantly shorten development times.

Possible disadvantages of PyTorch

  • Limited Production Deployment Tools
    PyTorch is primarily designed for research rather than production. While deployment tools like TorchServe exist, they are not as mature or integrated as solutions offered by other frameworks like TensorFlow.
  • Lesser Adoption in Industry
    While PyTorch is popular among researchers, it has historically seen less adoption in industry compared to TensorFlow, which means there might be fewer resources for large-scale production deployments.
  • Inconsistent API Changes
    As PyTorch continues to evolve rapidly, occasionally there are breaking changes or inconsistent API updates. This can create maintenance challenges for existing codebases.
  • Steeper Learning Curve for Beginners
    Despite its Pythonic design, PyTorch's focus on flexibility and control can make it slightly harder for beginners to get started compared to some other high-level libraries and frameworks.
  • Less Mature Documentation
    Although the documentation is improving, it has been historically less comprehensive and mature compared to other frameworks like TensorFlow, which can make it difficult to find detailed, clear information.

CobbleStone Software features and specs

  • Contract Lifecycle Management
  • Contract management
  • Contract Analytics
  • Workflow Management
  • Workflow Automation
  • Artificial Intelligence
  • Document management
  • Document Signing
  • Document Storage
  • Document generation
  • Search Functionality
  • Search and Filtering
  • Reports & analytics
  • Spend Tracking
  • Alerts
  • Dashboards and Visualizations
  • User Permission Management
  • Electronic Signature
  • Integrations
  • OCR PDF
  • Optical Character Recognition
  • Templates
  • Collaboration Tools
  • Archiving
  • Full Text Search on Form Submissions
  • Compliance Management
  • Retention Period
  • Version Control
  • Calendar
  • Salesforce Integration
  • Office 365 Integration
  • Bids and Budgets
  • RFP / RFQ portal
  • Vendor management
  • Supplier Management
  • Email notifications
  • Email Templates
  • Emailing
  • Outlook Email Integration
  • Word to PDF
  • Microsoft Outlook Integration
  • Google Docs
  • OneDrive integration
  • Online Access
  • Mobile App
  • Mobile apps (iOS & Android)
  • Mobile Friendly
  • Mobile responsive application
  • Robotic Automation
  • Playbooks
  • Advanced reports and statistics
  • Advanced Search
  • Advanced Analytics
  • Supplier Purchase Orders & Bills
  • Messaging
  • Risk Management
  • Risk Reporting
  • Compliance tools
  • Milestone, Tasks
  • Milestone tracking
  • Portal
  • Secure Data Storage
  • Secure Collaboration

Analysis of PyTorch

Overall verdict

  • Yes, PyTorch is considered a good deep learning framework.

Why this product is good

  • Ease of Use: PyTorch has an intuitive interface that makes it easier to learn and use, especially for beginners.
  • Dynamic Computation Graphs: PyTorch employs dynamic computation graphs, which provide more flexibility in building and modifying models on the fly.
  • Strong Community and Support: PyTorch has a large and active community, offering extensive resources, forums, and tutorials.
  • Research Adoption: PyTorch is widely adopted in the research community, making state-of-the-art models and techniques readily available.
  • Integration: PyTorch integrates well with other libraries and tools in the Python ecosystem, providing robust support for various applications.

Recommended for

  • Researchers and Academics: Ideal for those who need a flexible and dynamic tool for experimenting with new models and techniques.
  • Industry Practitioners: Suitable for developers and data scientists working on production-level machine learning solutions.
  • Educators and Learners: Great for educational purposes due to its easy-to-understand syntax and comprehensive documentation.

PyTorch videos

PyTorch in 5 Minutes

More videos:

  • Review - Jeremy Howard: Deep Learning Frameworks - TensorFlow, PyTorch, fast.ai | AI Podcast Clips
  • Review - PyTorch at Tesla - Andrej Karpathy, Tesla

CobbleStone Software videos

CobbleStone Contract Management Software CLM

More videos:

  • Tutorial - Contract Management Artificial Intelligence with VISDOM AI
  • Review - CobbleStone Software Electronic Signatures

Category Popularity

0-100% (relative to PyTorch and CobbleStone Software)
Data Science And Machine Learning
Contract Management
0 0%
100% 100
Data Science Tools
100 100%
0% 0
Document Automation
0 0%
100% 100

Questions and Answers

As answered by people managing PyTorch and CobbleStone Software.

What makes your product unique?

CobbleStone Software's answer:

CobbleStone provides a CLM solution that is highly configurable and user-friendly. On top of that, CobbleStone has over 20 years of experience successfully implementing contract management software.

How would you describe your primary audience?

CobbleStone Software's answer:

CobbleStone's primary users are legal teams, procurement teams, compliance teams, sales teams, and finance teams. Users from throughout the organization can request contracts and view status.

Which are the primary technologies used for building your product?

CobbleStone Software's answer:

CobbleStone Contract Insight is a web-based CLM application that can be accessed via desktop and native mobile app available on the Apple iOS and Android app stores. CobbleStone Contract Insight can be provided as a SaaS/cloud application or it can be installed on clients' server(s).

Why should a person choose your product over its competitors?

CobbleStone Software's answer:

CobbleStone Contract Insight is the preferred contract lifecycle management software solution for clients that want an easy-to-use system that has been selected by thousands of users worldwide.

What's the story behind your product?

CobbleStone Software's answer:

CobbleStone's mission is to provide the most advanced, cost-effective, and user-friendly contract and procurement management software applications that enable employees to do their best work.

Our software products and staff go above and beyond the expectations of each other and our clients. -We take a pledge to follow our Code of Conduct. -We take a pledge to respect our clients, our co-workers, our environment, and ourselves. -We strive to be successful by exemplifying sincerity, personal integrity, humility, courtesy, wisdom, and charity. -Our products and software solutions should continue to evolve to meet modern-day business needs.

CobbleStone Software has a proven track record providing contract management software with industry-leading flexibility and features designed to meet the unique needs of your organization. Our solutions are the result of millions of dollars of research and development, thousands of hours, client feedback, and industry "know-how". CobbleStone Contract Insight's® features set in the contract management software marketplace are unprecedented. It is about thinking long term, being responsive, and understanding the power of organization governance. We believe this is the right way to do business, and our satisfied customers would surely agree.

The need for our contract software solution began with a situation whereby a leading company violated an agreement and had to settle the dispute for over two million dollars. In that instance, our mission was created to help organizations avoid violations of agreements while providing a better solution to manage contracts & obligations.

Founded in 1995, CobbleStone was among the first and most experienced companies to offer a contract management software product, and we continue to be a leader with full contract lifecycle management and e-Procurement software.

Contact a CobbleStone Representative today to learn more!

For press inquiries and media relations, visit CobbleStone Software's press page at https://www.cobblestonesoftware.com/company/press.

User comments

Share your experience with using PyTorch and CobbleStone Software. For example, how are they different and which one is better?
Log in or Post with

Reviews

These are some of the external sources and on-site user reviews we've used to compare PyTorch and CobbleStone Software

PyTorch Reviews

10 Python Libraries for Computer Vision
Similar to TensorFlow and Keras, PyTorch and torchvision offer powerful tools for computer vision tasks. PyTorch’s dynamic computation graph and torchvision’s datasets and pre-trained models make it easy to implement tasks such as image classification, object detection, and style transfer.
Source: clouddevs.com
25 Python Frameworks to Master
Along with TensorFlow, PyTorch (developed by Facebook’s AI research group) is one of the most used tools for building deep learning models. It can be used for a variety of tasks such as computer vision, natural language processing, and generative models.
Source: kinsta.com
Top 8 Alternatives to OpenCV for Computer Vision and Image Processing
PyTorch is another open-source machine learning framework that is widely used in academia and industry. PyTorch provides excellent support for building deep learning models, and it has several pre-trained models for computer vision tasks, making it the ideal tool for several computer vision applications. PyTorch offers a user-friendly interface that makes it easier for...
Source: www.uubyte.com
PyTorch vs TensorFlow in 2022
When we compare HuggingFace model availability for PyTorch vs TensorFlow, the results are staggering. Below we see a chart of the total number of models available on HuggingFace that are either PyTorch or TensorFlow exclusive, or available for both frameworks. As we can see, the number of models available for use exclusively in PyTorch absolutely blows the competition out of...
15 data science tools to consider using in 2021
First released publicly in 2017, PyTorch uses arraylike tensors to encode model inputs, outputs and parameters. Its tensors are similar to the multidimensional arrays supported by NumPy, another Python library for scientific computing, but PyTorch adds built-in support for running models on GPUs. NumPy arrays can be converted into tensors for processing in PyTorch, and vice...

CobbleStone Software Reviews

  1. Chris Wagner
    · N/A at N/A ·
    Makes our teams day to day Basis so much easier

    Before our team started to work with CobbleStone, we were heading on the wrong path. Especially due to COVID we were unorganized, not communicating well enough and it was an overall headache. CobbleStone customized the system exactly to what we needed for a day to day basis. CobbleStone is a highly underrated company which offers a highly scalable system and can accommodate to many needs. They are fully open to even developing new features to help your business even further.


Top 17 Best Contract Management Software for Small Business
Contract Management Software by CobbleStone provides advanced & user-friendly contract management & eSourcing solutions. Manage requests, approvals, authoring, compliance, reporting & more.
Source: cllax.com
12 Best Contract Management Software 2022
CobbleStone Contract Insight® Contract Management Software is an Enterprise CLM system selected by thousands of contract admin, legal, and procurement professionals. Contract Insight is backed by artificial intelligence and can automate and streamline the entire contract lifecycle with user-friendly features and administration. Take the stress out of contracts with easier...
11 Best Contract Lifecycle Management (CLM) Software (2022)
CobbleStone is a feature-rich CLM solution that includes an unlimited amount of contract storage space, e-signature compliance, and financial tracking. It also incorporates the VISDOM® AI system to analyze contracts originating from internal or external data and transform that data into building blocks for improved contract oversight, proactive opportunity identification,...
Source: whatfix.com

Social recommendations and mentions

Based on our record, PyTorch seems to be more popular. It has been mentiond 133 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.

PyTorch mentions (133)

  • Grasping Computer Vision Fundamentals Using Python
    To aspiring innovators: Dive into open-source frameworks like OpenCV or PyTorch, experiment with custom object detection models, or contribute to projects tackling bias mitigation in training datasets. Computer vision isn’t just a tool, it’s a bridge between the physical and digital worlds, inviting collaborative solutions to global challenges. The next frontier? Systems that don’t just interpret visuals, but... - Source: dev.to / about 1 month ago
  • Top Programming Languages for AI Development in 2025
    With the quick emergence of new frameworks, libraries, and tools, the area of artificial intelligence is always changing. Programming language selection. We're not only discussing current trends; we're also anticipating what AI will require in 2025 and beyond. - Source: dev.to / about 2 months ago
  • Fine-tuning LLMs locally: A step-by-step guide
    Next, we define a training loop that uses our prepared data and optimizes the weights of the model. Here's an example using PyTorch:. - Source: dev.to / 2 months ago
  • 10 Must-Have AI Tools to Supercharge Your Software Development
    8. TensorFlow and PyTorch: These frameworks support AI and machine learning integrations, allowing developers to build and deploy intelligent models and workflows. TensorFlow is widely used for deep learning applications, offering pre-trained models and extensive documentation. PyTorch provides flexibility and ease of use, making it ideal for research and experimentation. Both frameworks support neural network... - Source: dev.to / 4 months ago
  • Automating Enhanced Due Diligence in Regulated Applications
    Frameworks like TensorFlow and PyTorch can help you build and train models for various tasks, such as risk scoring, anomaly detection, and pattern recognition. - Source: dev.to / 4 months ago
View more

CobbleStone Software mentions (0)

We have not tracked any mentions of CobbleStone Software yet. Tracking of CobbleStone Software recommendations started around Mar 2021.

What are some alternatives?

When comparing PyTorch and CobbleStone Software, you can also consider the following products

TensorFlow - TensorFlow is an open-source machine learning framework designed and published by Google. It tracks data flow graphs over time. Nodes in the data flow graphs represent machine learning algorithms. Read more about TensorFlow.

Conga Contracts - Conga Contracts is management solution designed to accelerate and simplify contract negotiations in Salesforce.

Keras - Keras is a minimalist, modular neural networks library, written in Python and capable of running on top of either TensorFlow or Theano.

Juro - Juro is a contract automation platform that enables your team to create, execute and monitor routine contracts at scale without ever leaving the browser.

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

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.