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

# 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)

latest/stable 1.0.5rc3

Install latest/stable of drutai

---

**Install using the command line**

```
sudo snap install drutai
```

Don't have snapd? [Get set up for snaps](https://snapcraft.io/docs/installing-snapd).

---

### 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/drutai#report-snap-modal)

---

* [Description](https://snapcraft.io/drutai#tab-description)
* [Security](https://snapcraft.io/drutai#tab-security)

#### 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

---

## Install drutai on your Linux distribution

Choose your Linux distribution to get detailed installation instructions. If yours is not shown, get more details on the [installing snapd documentation](https://snapcraft.io/docs/installing-snapd).

[### Arch Linux](https://snapcraft.io/install/drutai/arch)

[### CentOS](https://snapcraft.io/install/drutai/centos)

[### Debian](https://snapcraft.io/install/drutai/debian)

[### elementary OS](https://snapcraft.io/install/drutai/elementary)

[### Fedora](https://snapcraft.io/install/drutai/fedora)

[### KDE Neon](https://snapcraft.io/install/drutai/kde-neon)

[### Kubuntu](https://snapcraft.io/install/drutai/kubuntu)

[### Manjaro](https://snapcraft.io/install/drutai/manjaro)

[### Pop!\_OS](https://snapcraft.io/install/drutai/pop)

[### openSUSE](https://snapcraft.io/install/drutai/opensuse)

[### Red Hat Enterprise Linux](https://snapcraft.io/install/drutai/rhel)

[### Ubuntu](https://snapcraft.io/install/drutai/ubuntu)