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The AI protein apps community spurring new

discovery

Accelerate Discovery
Harness ML models that were previously only available to elite institutions with massive computing resources. 
Create Tools
Create tools that are focused on your unique biology research goal.
Our powerful tools make it easy
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Bio-Datasets

Pre-trained embeddings and curated data sets

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Bio-Transformers

Seamless interaction with Transformer models trained with millions of protein sequences

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App Library

A library of high-impact Apps that benefits everyone

How it Works

No coding experience

If you're a biologist with no coding expertise, the natural way of interacting with DC Apps is through the DeepChain platform

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Grow your network, collaborate with ML experts who can help create Apps tailored to your protein challenges.

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Boost your lab's reputation by making your data accessible to a community that is building active solutions.

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Choose a DeepChain App or model
There's a hub with open source Apps, or any data scientist colleagues can deploy ML models for you to use

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Input your protein of interest
Add your sequence or 3D structure of your protein of interest

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Design the experiment and analyse the results within 24 hours
Everything through a user-friendly interface

Coding experience

For a computational biologist with some coding expertise, they could train and run models on their PC but might choose to interact through the DeepChain platform instead

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Reduce compute time and do more for less by leveraging embeddings.

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Improve coding skills with real-life problems while getting community feedback.

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Leverage our curated datasets or embeddings 
We have pre-calculated embeddings to speed up the training process

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Train your model
With a few lines of code, you can quickly train a powerful model

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Deploy your model
as a DeepChain app for the bio community to easily access

Made by You

Apps made by the DeepChain™ Community
Influenza binding
Influenza Binding
This language model-driven App estimates how effectively an antibody binds to the influenza virus.
CDR Predictor
CDR Predictor
This App predicts the location of the three complementarity determining regions (CDR) regions of an antibody.
Disease Risk
Disease Risk
This App estimates the probability that a sequence is a benign or a pathogenic mutation.
Protein Identifier
Protein Identifier
This App uses a Multi-Task Learning framework to identify the properties of protein sequences.
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For Biologists
For AI Experts
Make custom Apps to uncover new protein properties
Leverage the latest AI developments by applying machine learning advances to your research questions. DeepChain allows you to build and start using a custom App trained to focus on your specific target in less than a day.
Learn More
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Jumpstart potentially life-saving research
The DeepChain Apps community brings together machine learning experts and biologists. By testing their skills, AI experts can help empower disease research in collaborations that can lead to new discoveries, possibly new vaccines, new therapies and new breakthroughs.
Learn More
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App Heroes

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deepchain app heroes
My App helps predict protein function from sequence alone
St. John Grimbly
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Our App helps evaluate flu-fighting antibodies
Matthew Baas & Kevin Eloff
Trusted by researchers at