Positron Integrations

Posit builds tools that help data scientists work more efficiently, collaborate seamlessly, and share insights securely across their organizations. Its Positron code editor provides the speed of an interactive console combined with the power to build, debug, and deploy data-science workflows in Python and R. Posit’s platform enables teams to scale open-source data science, offering enterprise-ready capabilities for publishing, sharing, and operationalizing applications. Companies rely on Posit’s secure infrastructure to host Shiny apps, dashboards, APIs, and analytical reports with confidence. Whether using open-source packages or cloud-based solutions, Posit supports reproducible, high-quality work at every stage of the data lifecycle. Trusted by millions of users—and more than half of the Fortune 100—Posit empowers professionals across industries to innovate with data.

The core of extensible programming is defining functions. Python allows mandatory and optional arguments, keyword arguments, and even arbitrary argument lists. Whether you're new to programming or an experienced developer, it's easy to learn and use Python. Python can be easy to pick up whether you're a first-time programmer or you're experienced with other languages. The following pages are a useful first step to get on your way to writing programs with Python! The community hosts conferences and meetups to collaborate on code, and much more. Python's documentation will help you along the way, and the mailing lists will keep you in touch. The Python Package Index (PyPI) hosts thousands of third-party modules for Python. Both Python's standard library and the community-contributed modules allow for endless possibilities.

Streamlit. The fastest way to build and share data apps. Turn data scripts into sharable web apps in minutes. All in Python. All for free. No front-end experience required. Streamlit combines three simple ideas. Embrace Python scripting. Build an app in a few lines of code with our magically simple API. Then see it automatically update as you save the source file. Weave in interaction. Adding a widget is the same as declaring a variable. No need to write a backend, define routes, handle HTTP requests, etc. Deploy instantly. Use Streamlit’s sharing platform to effortlessly share, manage, and collaborate on your apps. A minimal framework for powerful apps. Face-GAN explorer. App that uses Shaobo Guan’s TL-GAN project from Insight Data Science, TensorFlow, and NVIDIA's PG-GAN to generate faces that match selected attributes. Real time object detection. An image browser for the Udacity self-driving-car dataset with real-time object detection.

R is a language and environment for statistical computing and graphics. It is a GNU project which is similar to the S language and environment which was developed at Bell Laboratories (formerly AT&T, now Lucent Technologies) by John Chambers and colleagues. R can be considered as a different implementation of S. There are some important differences, but much code written for S runs unaltered under R. R provides a wide variety of statistical (linear and nonlinear modelling, classical statistical tests, time-series analysis, classification, clustering, …) and graphical techniques, and is highly extensible. The S language is often the vehicle of choice for research in statistical methodology, and R provides an Open Source route to participation in that activity. One of R’s strengths is the ease with which well-designed publication-quality plots can be produced, including mathematical symbols and formulae where needed.

Motivated employees lead to satisfied guests, our cashless tipping app is part of a suite of hospitality workforce solutions designed to attract, empower, and retain top talent. Tools built to maximize your team’s productivity and create a culture of loyalty. Find and keep great employees with built-in referral programs and enticing rewards for team members. Give your team powerful, easy-to-use tools that help them get more done in less time. Show your team that you care with tools that promote a positive culture and align with their goals. Launch quickly without a complicated setup. Powered by innovation and collaboration. Built-in financial tools and advanced analytics. Ongoing support from hotel industry experts. Tipping trends based on real guest tipping data. Shiny understands that motivated employees lead to satisfied guests. From a cashless tipping experience guests enjoy to powerful productivity tools, our suite of hospitality workforce is designed to retain top talent.

Your everyday payments, minus the everyday problems. Equals to pay, send and save money in one app for less. A connected wallet for a connected Africa. Download Dash App on your Android and iOS devices. Send and receive money, split bills and do more with friends and family in a fun and easy ways on Dash. Automate your bill payments on Dash and never miss those important deadlines again. Earn interest daily and reach your money goals faster when you save on Dash. Cash-out anytime. Get detailed visuals of your transactions on Dash. The more you know, the better you plan. The more you spend, the more you win. Unlock rewards when you transact on the Dash app. We ensure that all your personal data and transactions are encrypted, and secured so what's yours remains yours only. Real friends pay you the fun and easy way. It only takes a few taps to pay on Dash and there are no hidden fees.