Managing&Serving Features

Features

FastAPI Documentation

Features FastAPI features FastAPI gives you the following: Based on open standards OpenAPI for API creation, including declarations of path operations , parameters, body requests, security, etc. Auto...

Graceful Launches with Feature Toggles

Javarevisited

Feature Toggle Ever deployed a shiny new feature to your production environment, only to be met with unforeseen issues or disgruntled users? Feature flags, also known as feature toggles, come to the r...

Environment & Package Management

Towards Data Science

A good handle on Package and Environment management ensures that we continue to avail the benefits of the latest package functionalities while ensuring that projects running on older package releases…...

Bugs and features

Pete Warden's blog

One of the nice things that sourceforge offers is a feature and bug tracking system. You can check out the bugs here and the features here, or click on the links from the main project page. I’ve start...

Feature Handling

Towards Data Science

In this article, we will understand how to handle categorical and numerical features in a given data set. Before we start with how to handle them let's first understand what categorical and numeric…

Important ASP.NET Core Features

Level Up Coding

New and extended features are being added frequently which are helping developers to build and deploy highly scalable and high-performance web applications. It also provide application monitoring and…...

How to create New Features using Clustering!!

Towards Data Science

A Feature is a piece of information that might be useful for prediction. this process of creating new features comes under Feature Engineering. Feature-Engineering is a Science of extracting more…

Features for large-scale deployments

PyTorch documentation

Fleet-wide operator profiling API usage logging Attaching metadata to saved TorchScript models Build environment considerations Common extension points This note talks about several extension points a...

Maintaining the Quality of Your Feature Store

Towards Data Science

Image by author The fundamentals of feature stores and a few tips on how and why you should monitor them Since Uber first introduced the concept in 2017, the feature store has been steadily gaining po...

Deploying your system

Software Architecture with C plus plus

Even though deploying services sounds easy, there's a lot of things to think about if you take a closer look. This section will describe how to perform efficient deployments, configure your services a...

🌀Edge#12: The challenges of Model Serving~

TheSequence

In this issue: we explain the concept of model serving; we review a paper in which Google Research outlined the architecture of a serving pipeline for TensorFlow models; we discuss MLflow, one of the ...

Feature Flags are Valuable for Managers as Well as Developers

Towards Data Science

How do you deploy a new feature in production? Do you create a new release of your application and then push it to production? Can the preceding release already contain the code? For years, I have…