---
title: Install drutai on Pop!_OS using the Snap Store | Snapcraft
description: Get the latest version of drutai for on Pop!_OS - Drug-Target Interaction
  Prediction using ONNX models
url: https://snapcraft.io/install/drutai/pop
---

[Canonical Snapcraft](https://snapcraft.io/)

# Install drutai on **Pop!\_OS**

# drutai

[Siming HUANG (husrcf)](https://snapcraft.io/publisher/husrcf "View all snaps from Siming HUANG (husrcf)")

* [Siming HUANG (husrcf)](https://snapcraft.io/publisher/husrcf "View all snaps from Siming HUANG (husrcf)")
* [Science](https://snapcraft.io/search?categories=science)

[Install](https://snapcraft.io/install/drutai/pop#install)

#### Drug-Target Interaction Prediction using ONNX models

Drutai is a deep learning–based framework for predicting interactions between small molecule drugs and protein targets.
And this is a high-performance drug-target interaction prediction tool
using ONNX models, with easier installation, higher performance as well as less dependency requirements . It supports multiple deep learning architectures including
LSTMCNN, CNN, ConvMixer64, DSConv, MobileNetV2, ResNet18, and SEResNet.

Usage (single-table mode, recommended):
drutai.predict -m lstmcnn
-i input.tsv
-t fasta\_dir/
-o output.drutai

Usage (legacy mode, compatible with original drutai format):
drutai.predict -m lstmcnn
--br relations.txt
--smile smiles.txt
-t fasta\_dir/
-o output.drutai

Arguments:
-m MODEL Model name (default and recommended: lstmcnn)
-i INPUT Single-table TSV input (columns: sm, target, smile)
--br FILE [Legacy] Drug-protein relation file (columns: sm, target)
--smile FILE [Legacy] Drug SMILES file (columns: sm, smile)
-t FASTA\_DIR Directory containing per-target .fasta files
-o OUTPUT Output file (default: predictions\_onnx.drutai)
-j THREADS Number of threads for feature extraction (default: all CPUs)

Available models: lstmcnn, cnn, convmixer64, dsconv, mobilenetv2,
resnet\_prea18\_tf2, scaresnet

### Package name

* drutai

---

### License

* MIT

---

### Last updated

* 6 July 2026 - latest/stable
* 6 July 2026 - latest/beta

---

### Websites

* [github.com/HUSRCF/drutai\_snap](https://github.com/HUSRCF/drutai_snap "https://github.com/HUSRCF/drutai_snap")

---

### Contact

* [github.com/HUSRCF/drutai\_snap/issues](https://github.com/HUSRCF/drutai_snap/issues "https://github.com/HUSRCF/drutai_snap/issues")

---

### Source code

* [github.com/HUSRCF/drutai\_snap](https://github.com/HUSRCF/drutai_snap "https://github.com/HUSRCF/drutai_snap")

---

### Report a bug

* [github.com/HUSRCF/drutai\_snap/issues](https://github.com/HUSRCF/drutai_snap/issues "https://github.com/HUSRCF/drutai_snap/issues")

---

##### Report a Snap Store violation

* [Report this Snap](https://snapcraft.io/install/drutai/pop#report-snap-modal)

---

## Enable snaps on Pop!\_OS and install drutai

Snaps are applications packaged with all their dependencies to run on all popular Linux distributions from a single build. They update automatically and roll back gracefully.

Snaps are discoverable and installable from the [Snap Store](https://snapcraft.io/store), an app store with an audience of millions.

### Enable snapd

Snap can be installed on Pop!\_OS from the command line. Open Terminal from the Applications launcher and type the following:

```
sudo apt update
sudo apt install snapd
```

Either log out and back in again, or restart your system, to ensure snap’s paths are updated correctly.

### Install drutai

To install drutai, simply use the following command:

```
sudo snap install drutai
```

### Other popular snaps…

[See more...](https://snapcraft.io/search?categories=featured)

[See more in Featured](https://snapcraft.io/search?categories=featured)

### More things to do…

#### [Get the snap store](https://snapcraft.io/snap-store)

Browse and find snaps from the convenience of your desktop using the snap store snap.

#### [Learn more about snaps](https://snapcraft.io/docs)

Interested to find out more about snaps? Want to publish your own application? Visit [snapcraft.io](https://snapcraft.io/) now.

[Back to top](https://snapcraft.io/install/drutai/pop)

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