Deployment Libraries

StackStorm is a platform for integration and automation across services and tools. It ties together your existing infrastructure and application environment so you can more easily automate that envir…

We believe it's time to remove all those abstractions and come back to our roots. Are you tired of writing endless lines of YAML-code? Are you sick of spending days forced to write in a language that…

In this workshop, we're going to: We will start by developing then deploying a simple Python application (a Flask API that returns the list of trending repositories by programming language). We are g…

Yacht is a container management UI with a focus on templates and 1-click deployments. Currently only linux has been verified as working but we are open to the idea of supporting windows eventually as…

Capistrano 2 was a great tool and it still works really well. However, it is not maintained anymore since the original team is working in v3. This new version does not have the same set of features s…

Seldon Server is a machine learning platform that helps your data science team deploy models into production. Seldon supports models built with TensorFlow, Keras, Vowpal Wabbit, XGBoost, Gensim and a…

BudgetML is perfect for practitioners who would like to quickly deploy their models to an endpoint, but not waste a lot of time, money, and effort trying to figure out how to do this end-to-end. Clou…

The award winning AutoDMG takes a macOS installer (10.10 or newer) and builds a system image suitable for deployment with Imagr, DeployStudio, LANrev, Jamf Pro, and other asr-based imaging tools. For…

A minimal and customizable repo to deploy your image models as web app easily. Screenshot: It's easy to install and run it on your computer. It's also easy to customize and include your models in thi…

Vespene is a reimagined build system and automation console, focused on ease of use and advanced capabilities. Vespene was designed with extremely large micro-service deployments in mind, but it equa…

Check out Inference running on a video of a football game: Inference provides a scalable method through which you can manage inferences for your vision projects. Inference is backed by: A server, so …

pypyr is a free & open-source task-runner that lets you define and run sequential steps in a pipeline. Like a turbo-charged shell script, but less finicky. Less annoying than a makefile. pypyr ru…

Any stage in a Bodywork pipeline can do one of two things: You can use these to compose pipelines for many common ML use-cases, from serving pre-trained models to running continuous training on a sch…

Authors: Dhruv Kumar, Senior Solutions Architect, Databricks Premal Shah, Azure Databricks PM, Microsoft Bhanu Prakash, Azure Databricks PM, Microsoft Written by: Priya Aswani, WW Data Engineering &a…

A folder named accounts will be created which will contain keys for the service accounts created NOTE: If you have created SAs in past from this script, you can also just re download the keys by runn…

Or, Dataset class provides the flexibility to load image dataset by updating components of the class. Components of Dataset class are: These components can be updated with custom function by the user…

Or, Dataset class provides the flexibility to load image dataset by updating components of the class. Components of Dataset class are: These components can be updated with custom function by the user…

Extraction is a general term for methods of constructing combinations of the variables to get around these problems while still describing the data with sufficient accuracy Data visualization is the …

Deploy a pre-trained BERT model for Sentiment Analysis as a REST API using FastAPI The model is trained to classify sentiment (negative, neutral, and positive) on a custom dataset from app reviews on…

SLD helps to accelerate deployment, weighting and making IaaC reusable, generating dynamic forms and maintaining different variables in each environment with the same code. With SLD you can schedule…

Allie is a framework for building machine learning models from audio, text, image, video, or .CSV files. Intended for both beginners and experts, Allie is designed to be easy-to-use for rapid prototy…

This repo teaches you how to: In this repo, I have made a Wordbook Bot which gives the meaning of particular word / phrase in the English / Slang language. Wordbook Bot was made to help Redditors: An…

Install Django, PyYAML and dj_database_url: Start a new Django project: Create a requirements file from your environment if one doesn't exist: These are the Python version available in the deadsnakes…

Install packages from Terminal For Windows, Visual Studio 2019 + Git Bash is recommended. Clone the source code: Build Daisykit: Run face detection example: Build Daisykit: Run face detection example…