Tag: Python

Functionality Technology

August 4, 2023 / January 22, 2024 by UbiOps

What can you get out of this guide? In this guide, we explain how to deploy LLaMa 2, an open-source Large Language Model (LLM), using UbiOps for easy model hosting and Streamlit for creating a chatbot UI. The guide provides step-by-step instructions for packaging a deployment, loading it into UbiOps, configuring compute on GPUs and […]

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Functionality Product update UbiOps

March 15, 2023 / July 26, 2023 by UbiOps

In our previous blogs on pipeline operators, we saw how we could use the pipeline operators to speed up our inference, to add unit tests to the input of our machine learning model and to conditionally routing the pipeline request to one way or the other.  With UbiOps latest release, v2.22.0, we introduced a new […]

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Functionality UbiOps

May 30, 2022 / July 26, 2023 by UbiOps

A simple way to figure out your requirements.txt Whenever you’re working with Python, you will need to manage your dependencies as you install and use multiple libraries. Poor dependency management is notorious for causing conflicts in production and causing the typical “It worked on my laptop” issue. Python environments differ from one environment to another. […]

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Support UbiOps

May 30, 2022 / January 3, 2024 by UbiOps

If you’ve been working with UbiOps for a while you might notice that you were performing the same actions every time you wanted to deploy a new version of your model. By adding a continuous integration / continuous delivery (CI/CD) pipeline to your projects you can automate these repetitive tasks so that you can focus […]

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Blog Functionality Technology

February 11, 2022 / January 5, 2024 by UbiOps

Set up a connection between a low-code app and your Python or R model #4 Integrate UbiOps with Betty Blocks. It can be hard and complicated to turn a Python or R model into an end-to-end application. You need to develop a front-end and a connection between the front-end and the model before the application […]

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Blog Functionality Technology

February 7, 2022 / July 26, 2023 by UbiOps

Powering your low-code app with AI #3 Integrate UbiOps with Appian. If you know Python or R and wish to make an AI powered app, or simply apply more advanced analytics to existing BI apps, this is the guide for you. In this case we explain how to integrate UbiOps with an Appian app specifically. […]

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Blog Functionality Technology UbiOps

January 27, 2022 / July 26, 2023 by UbiOps

UbiOps version 2.14.0 On the 27th of January 2022, we have released new functionality and made improvements to the UbiOps SaaS product. Here is an overview of the new functionality and changes: Create your free account   Configure your own request page We had recently released the simple request interface for your deployments, and it […]

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Blog Functionality Usage

January 12, 2022 / January 5, 2024 by UbiOps

Powering your low-code app with AI By hosting a Python script and integrating it via a simple API endpoint. If you know Python or R and wish to make an AI-powered app, or simply apply more advanced analytics to existing BI apps, this is the guide for you. In this case, we explain how to […]

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Blog Collaborations Functionality

January 11, 2022 / January 3, 2024 by UbiOps

We are excited to share we’ve partnered with WhyLabs to enable easy #machinelearning model monitoring 🚀 ⌚️ To showcase the integration, we will train a model to predict the price of a used car based on a number of factors (including horsepower, year, and mileage), deploy it with UbiOps and then monitor it “in production” with WhyLabs. We use […]

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Blog Functionality Technology

December 8, 2021 / January 3, 2024 by UbiOps

Some time ago I wrote an article about comparing the performance of the TensorFlow runtime versus the ONNX runtime. In that article I showed how to improve inference performance greatly by simply converting a TensorFlow neural network to ONNX and running it using the ONNX runtime. I didn’t explain what ONNX actually is, this article […]

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Functionality Product update UbiOps

December 2, 2021 / January 5, 2024 by UbiOps

UbiOps version 2.13.0 On the 2nd of December 2021 we have released new functionality and made improvements to the UbiOps SaaS product. An overview of the new functionality and changes: Create your free account    Request notifications You can now receive a notification when a batch request is done. This can be convenient for requests […]

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Blog Functionality Technology

November 23, 2021 / January 5, 2024 by UbiOps

Building a machine learning model is great, but turning it into a live web application is a whole other story. Things like security, scalability, monitoring  API management, and shareability all have to be taken into account. Today I want to show you how you can easily turn your python model into a live web app, […]

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Blog Technology UbiOps

November 10, 2021 / January 5, 2024 by UbiOps

Introduction Customer segmentation is a great way of improving your understanding of your customers so that you can react better to their needs. To really get the most out of customer segmentation, it is good practice to automate it so you minimize manual work and time spent. In this article, I will show you how […]

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Blog Functionality

August 3, 2021 / January 5, 2024 by UbiOps

Combining R and Python in the same pipeline While hundreds of programming languages exist, Python and R remain the most popular ones to use in the world of data science. R is a great language to make visualizations and graphs, furthermore, it has many functionalities for data analysis. Python is a general-purpose language that is […]

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Blog

September 10, 2020 / January 5, 2024 by UbiOps

Image recognition is a popular and important field within machine learning. Many models exist to for example classify objects within images. In this tutorial, we will take a look at one of these image recognition models called YOLOv4 (You only look once) and install it locally. Take a look at the paper and the website from the author. […]

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Blog

June 11, 2020 / May 21, 2023 by support

If you work with any type of Machine Learning nowadays and you’ve ever thought about putting the AI you’re working on into production, this article is for you. Whether you’re a (lead) Data Scientist, Data Engineer, Product owner or anyone else involved in Machine Learning, I might be reading your mind on what your next […]

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