Seeking a way to share your python tools with a great web UI and more?
Discover Numerous! We strive to empower you to elevate and amplify your python code to a web app within a cloud platform with on-demand computing resources, file sharing, scenario configuration and user management.
Seeking a way to share your python tools with a great web UI and more?
Discover Numerous! We strive to empower you to elevate and amplify your python code to a web app within a cloud platform with on-demand computing resources, file sharing, scenario configuration and user management.
Build tools in a few steps
Build tools in a few steps
Local Development
Develop your tools logic and integrate it with Numerous using our python SDK 1.0.
Push to Gitlab
Push your code to your GitLab repository.
Connect your code
Connect your repository with Numerous from our app.
Configure UI
Design your UI and configure your code as a Job.
Share & Collaborate
Mark your tool as “shared” and tell your users about it.
Local Development
Develop your tools logic and integrate it with Numerous using our python SDK 1.0.
Push to Gitlab
Push your code to your GitLab repository.
Connect your code
Connect your repository with Numerous from our app.
Configure UI
Design your UI and configure your code as a Job.
Share & Collaborate
Mark your tool as “shared” and tell your users about it.
Empower Your End-User
Empower Your End-User
🚀Engineering Tool as a Web App
🚀 Engineering Tool as a Web App
Your engineering marvel with a great looking web UI where the user can set inputs, run your tool and analyze results and download output files. Naturally they come powered-up with cloud compute to support even your most compute intensive applications.
Your engineering marvel with a great looking web UI where the user can set inputs, run your tool and analyze results and download output files. Naturally they come powered-up with cloud compute to support even your most compute intensive applications.
🛠️ Engineering Platform
🛠️ Engineering Platform
Give your users the ability to organize multiple input scenarios in workspaces. Access all your tools and feed results forward as inputs for other tools. Upload large input sets as files. Visualize time series data and download result files created by the tools.
Give your users the ability to organize multiple input scenarios in workspaces. Access all your tools and feed results forward as inputs for other tools. Upload large input sets as files. Visualize time series data and download result files created by the tools.
⛅ Cloud-Based Scalability
⛅ Cloud-Based Scalability
⛅ Cloud-Based Scalability
Simultaneously run as many instances of your tools as needed on the resources they require such as large memory, multi-core CPUs and high performance GPUs. Build Optimization Routines for you tools such as parametric sweeps or gradient descent.
Once you have integrated your tool we run it on the cloud. Tap into the potential of cloud scalability. As your ambitions soar, Numerous ensures your tools keep pace, offering great adaptability and security.
Simultaneously run as many instances of your tools as needed on the resources they require such as large memory, multi-core CPUs and high performance GPUs. Build Optimization Routines for you tools such as parametric sweeps or gradient descent.
Power At Your Fingertips
Power At Your Fingertips
🐍 Python SDK
Use our SDK to connect your python engineering code with our platform. Get user inputs and interact with the numerous platform from your code using a simple pythonic interface. Build using any python package or even incorporate engineering applications.
🔧 Run Anything
Use python as the interface to run anything you can put into a linux docker image. Are you using a simulation application like MODFLOW or Open Modelica - perhaps a spreadsheet? Define your own docker image or pick our repository - we build it and run it with your tool inside!
👩💻 Customizable UI
Leverage a rich set of built-in components to create powerful interfaces using our no-code tool builder app. Develop a UI for your tool fast by selecting from standard components which you configure.
🎯 Version Control
Connect your git repository and let Numerous use it as the source of truth for your tools code. Work iteratively by releasing new versions and let your users have the ability to compare the results and understand the updates.
🔑 User Management
Use our web interface to invite users to your organization on the platform. Your tools are only shared with invited users and you can manage the acess.
🚀 Built-in
FunctionalityDive into time series analytics, efficient file storage, and automated tool scheduling. Power-up your tools with built-in capabilities designed for engineering problems.
🐍 Python SDK
Use our SDK to connect your python engineering code with our platform. Get user inputs and interact with the numerous platform from your code using a simple pythonic interface. Build using any python package or even incorporate engineering applications.
🔧 Run Anything
Use python as the interface to run anything you can put into a linux docker image. Are you using a simulation application like MODFLOW or Open Modelica - perhaps a spreadsheet? Define your own docker image or pick our repository - we build it and run it with your tool inside!
👩💻 Customizable UI
Leverage a rich set of built-in components to create powerful interfaces using our no-code tool builder app. Develop a UI for your tool fast by selecting from standard components which you configure.
🎯 Version Control
Connect your git repository and let Numerous use it as the source of truth for your tools code. Work iteratively by releasing new versions and let your users have the ability to compare the results and understand the updates.
🔑 User Management
Use our web interface to invite users to your organization on the platform. Your tools are only shared with invited users and you can manage the acess.
🚀 Built-in
FunctionalityDive into time series analytics, efficient file storage, and automated tool scheduling. Power-up your tools with built-in capabilities designed for engineering problems.
The Vision Goes Further
The Vision Goes Further
💵 Monetization Model
We are developing a fair and transparent revenue sharing model. Look forward to future opportunities to monetize your tools on our platform. We take care of everything around your tool and in return a get a fraction of your revenue.
👬 Community 👭
We want to help create a vibrant community of engineers for collaboration, knowledge-sharing, and networking together with you.
🛍️ Marketplace
Buy or sell engineering tools on our marketplace. Get access to other engineers crafted tools and use them in your platform. Or sell your tools so others can use them in their work. Or what about components to use in your tools - sell your best and buy or use-for-free others solutions.
Integration
Integration
3rd Party Software
Anything you can containerize using Docker and interact with through python or bash
3rd Party Software
Anything you can containerize using Docker and interact with through python or bash
Python Ecosystem
There are no limitations from our side on how you make use of the python ecosystem
Python Ecosystem
There are no limitations from our side on how you make use of the python ecosystem
Security
Security
At Numerous, we strive to meet the highest security standards. We have implemented a range of policies and controls to maintain the security and availability of information on our platform. These controls span management, our development platform, secure coding practices, and operations.
___________
We maintain a modern stack built on Google Cloud infrastructure.
___________
We strive to implement the principles of agile development, CI/CD, and DevSecOps practices in our development process.
___________
We have strict processes for accessing sensitive and confidential data. We use two-factor authentication for all access to production data.
Welcome to Numerous👋, the platform where engineering tools reach their fullest potential. Embark on this journey with us and redefine your engineering workflow, building on efficiency and impact. Together, we can revolutionize the engineering ecosystem.