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nekhbet/superpred-targetprediction
==================================

An API for the Charité's Super-PRED (Target Prediction) service

2.0.0(2y ago)129[1 issues](https://github.com/nekhbet/SuperPRED-TargetPrediction/issues)MITPHPPHP ^8.0

Since Jan 18Pushed 2y ago1 watchersCompare

[ Source](https://github.com/nekhbet/SuperPRED-TargetPrediction)[ Packagist](https://packagist.org/packages/nekhbet/superpred-targetprediction)[ Docs](https://github.com/nekhbet/SuperPRED-TargetPrediction)[ RSS](/packages/nekhbet-superpred-targetprediction/feed)WikiDiscussions main Synced 1mo ago

READMEChangelog (3)Dependencies (2)Versions (4)Used By (0)

Super-PRED Target Prediction Automaton
======================================

[](#super-pred-target-prediction-automaton)

[![Latest Version on Packagist](https://camo.githubusercontent.com/4becfa6eee68d6fe6b9eb9bfa1db0f7b1b93a8349e11be0c57bb0b458a470b25/68747470733a2f2f696d672e736869656c64732e696f2f7061636b61676973742f762f6e656b686265742f7375706572707265642d74617267657470726564696374696f6e2e7376673f7374796c653d666c61742d737175617265)](https://packagist.org/packages/nekhbet/superpred-targetprediction)[![Total Downloads](https://camo.githubusercontent.com/ebe6d5e62407f4cffea13ad5195c6185f9a494636069939ac971dd441a424cd7/68747470733a2f2f696d672e736869656c64732e696f2f7061636b61676973742f64742f6e656b686265742f7375706572707265642d74617267657470726564696374696f6e2e7376673f7374796c653d666c61742d737175617265)](https://packagist.org/packages/nekhbet/superpred-targetprediction)

Lets you take (and filter) the predicted targets, indicators and known binders based on a SMILES code from Super-PRED website ([https://prediction.charite.de/subpages/target\_prediction.php](https://prediction.charite.de/subpages/target_prediction.php)).

Installation
------------

[](#installation)

You can install the package via composer:

```
composer require nekhbet/superpred-targetprediction
```

Usage
-----

[](#usage)

```
$client = new SuperPREDTargetPrediction(requestTimeout: 60);
$client
    ->setSMILESCode('Cc1cc(O)c2C(=O)c3c(O)cc(O)c4c3c3c2c1c1c2c3c3c4c(O)cc(O)c3C(=O)c2c(O)cc1C')
    ->run();
$binders     = $client->getBinders();
$targets     = $client->getTargets(min_probability: 80, min_model_accuracy: 95);
$indications = $client->getIndications(min_probability: 80, min_model_accuracy: 95);
```

```
Output example:
...
 [12] => Array
    (
        [target_name] => Thyroid hormone receptor alpha
        [id_chembl] => CHEMBL1860
        [id_uniprot] => P10827
        [id_pdb] => 3ILZ
        [id_tdd] => T79591
        [probability] => 81.71
        [model_accuracy] => 99.15
    )
...
```

Credits
-------

[](#credits)

- [Sorin Trimbitas](https://github.com/nekhbet)

###  Health Score

18

—

LowBetter than 8% of packages

Maintenance0

Infrequent updates — may be unmaintained

Popularity9

Limited adoption so far

Community7

Small or concentrated contributor base

Maturity49

Maturing project, gaining track record

 Bus Factor1

Top contributor holds 100% of commits — single point of failure

How is this calculated?**Maintenance (25%)** — Last commit recency, latest release date, and issue-to-star ratio. Uses a 2-year decay window.

**Popularity (30%)** — Total and monthly downloads, GitHub stars, and forks. Logarithmic scaling prevents top-heavy scores.

**Community (15%)** — Contributors, dependents, forks, watchers, and maintainers. Measures real ecosystem engagement.

**Maturity (30%)** — Project age, version count, PHP version support, and release stability.

###  Release Activity

Cadence

Every ~17 days

Total

3

Last Release

809d ago

Major Versions

1.0.1 → 2.0.02024-02-22

### Community

Maintainers

![](https://www.gravatar.com/avatar/8ccbeadbf5faab02fe809b4a46269a2d4b980f776929a63d34a9ffc331f6c3b1?d=identicon)[nekhbet](/maintainers/nekhbet)

---

Top Contributors

[![nekhbet](https://avatars.githubusercontent.com/u/2778861?v=4)](https://github.com/nekhbet "nekhbet (7 commits)")

---

Tags

phpnekhbetSuperPREDTarget PredictionSorin Trimbitas

###  Code Quality

TestsPHPUnit

### Embed Badge

![Health badge](/badges/nekhbet-superpred-targetprediction/health.svg)

```
[![Health](https://phpackages.com/badges/nekhbet-superpred-targetprediction/health.svg)](https://phpackages.com/packages/nekhbet-superpred-targetprediction)
```

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