AI App Catalogue
Dash Enterprise > Enterprise AI Capabilities > AI App Catalogue
Dash is the fastest way to deploy front ends for ML back ends such as PyTorch, Keras, and TensorFlow.
At Plotly, we recognize Python and open source as the most proven vehicles for delivering cutting-edge ML & AI to the business world.
To accelerate AI adoption among businesses, Dash Enterprise ships with dozens of ML & AI templates that can be easily customized for your own data.
Scroll below to demo the latest in Python ML & AI through Dash user interfaces.
NLP
Dash is the fastest way to deploy Python-based apps for natural language processing (NLP).
Use NLP + Dash to extract business value from large amounts of unstructured text:
- Digitized company documents
- Research articles
- Customer reviews
- Transcribed audio recordings
- Social media streams
This Dash app demos Google's word2vec in ~300 lines of Python code
"The distinguishing factor between PowerBI and what Dash NLP analytic apps can do, is offer that next step up of a 'cognitive dashboard' rather than all the other standard dashboards out there.
Finding value in data is not as easy as it once was, and applying filters and joins is not as sufficient as it used to be. Adding that next step when it comes to answering the question 'what else is there?' is where the market has headed."
Global pharmaceutical company & Dash Enterprise Kubernetes customer
Automotive AI Dash apps
AV Lidar Visualization
This Dash app loads scenes collected from self-driving car trips, and displays both lidar sensor data and human annotated data (bounding boxes). You can choose between a basic and an advanced UI. Get the source code and read the blog post.
Energy & Utilities AI Dash apps
Oil & Gas Well Explorer
This Dash app displays well data from New York State. As you hover over values in the map, a time series is displayed showing production values over time. As you change the years in the range slider, the aggregate time series is updated with the sum of all production over time. The histogram chart is also selectable, serving as an alternative control for selecting a range of time.
Finance & Insurance AI Dash apps
Loan Grade Classification AI
This Dash app uses pre-trained Decision Tree Classifiers to perform real-time predictions on tabular data (information about a loan applicant that was recorded by a lending firm). To read the model data, this Dash app connects to a Snowflake data warehouse.
Manufacturing AI Dash apps
Real-time Monitoring
This Dash app demonstrates the use of Design Kit and Snapshot Engine for triggering alerts and automatic report generation for out-of-spec process parameters.
Medical Imaging AI Dash apps
COVID Chest X-Rays
This Dash app allows users to annotate medical image datasets of COVID-19 patients in order to extract a lung occlusion (and train machine learning models).
Pharma AI Dash apps
NLP on COVID Scientific Literature
This app demonstrates the use of Dash Cytoscape and t-SNE to display the output of Latent Dirichlet Allocation (LDA) analysis on the CORD-19 dataset of literature related to COVID-19.
AI Dash Apps for Retail
Product Availability Prediction
To ensure adequate inventory, retailers need to continuously monitor levels of stock. Using Prophet, a procedure for forecasting time series data, this Dash app is able to process and interactively display availability levels by category, region, supplier, and product. Inventory managers can respond to the daily distribution levels and plan future inventory.
See Dash in action
Sign up for our next Dash Live Weekly demo session to learn more about our Dash Enterprise offering, including industry applications and all the latest tips and features on how to operationalize your data science models.