Cerebrum - The easiest way to add some mental magic to any part of your Laravel/Lumen app.
- Memory provides magic caching abilities.
- Linguistics provides a means of simple NLP.
- Perception helping you discover data you didn't even know you had
Author(s):
- Matt Lantz (@mattylantz, matt at yabhq dot com)
- PHP 5.6+
- Lumen 5.2+
- Laravel 5.2+
Start a new Laravel project:
composer create-project laravel/lumen your-project-name
Then run the following to add Cerebrum
composer require yab/cerebrum
Yab\Cerebrum\CerebrumProvider::class
Add this to the bootsrap/app.php
in the service providers array:
Add this to the config/app.php
in the service providers array:
- Memory
- Linguistics
- Perception
use Yab\Cerebrum\Memory;
class TaskService
{
use Memory;
public function __construct(TaskRespository $taskRepository)
{
$this->repository = $taskRepository;
// provided by Memory
$this->memoryDuration(15);
$this->forgetful([
'all'
]);
}
public function all()
{
return $this->remember($this->repository->all());
}
public function findById($id)
{
return $this->remember($this->repository->findById($id));
}
public function findByIdWithLongerCache($id)
{
return $this->remember($this->repository->findById($id), 1440);
}
public function update($id, $data)
{
$this->forget($id);
return $this->repository->update($id, $data);
}
}
Regarding $this->forgetful
if you do not set it, then Memory
will parse your class for all functions and clear any related caches it can find.
The remember
function on the other hand, will collect a value and store it in the cache,
returning the cached version. The forget
with a parameter will find caches with similar values and clear your caches.
use Yab\Cerebrum\Linguistics;
class TaskService
{
use Linguistics;
public function __construct(TaskRespository $taskRepository)
{
$this->repository = $taskRepository;
}
public function getKeyWords($id)
{
return $this->getKeyWords($this->repository->findById($id)->text);
}
public function search($searchString)
{
if ($this->isQuestion($seachString)) {
return $this->repository->search();
}
}
}
use Yab\Cerebrum\Perception;
class TaskService
{
use Perception;
public function __construct(TaskRespository $taskRepository)
{
$this->repository = $taskRepository;
}
public function getNormalizedData()
{
$scores = $this->repository->pluck('score')->all();
return $this->normalize($scores);
}
public function predictDay()
{
$records = $this->repository->pluck('day', 'sleep_hours', 'active_hours')->all();
// $records = ['monday' => [6, 1], 'wednesday' => [4, 0]]
$result = $this->supervised()->samples($records)->predict([5,2]);
// $result = monday
}
public function getExpectingDay()
{
// This is a very simple frequency tool
$records = $this->repository->pluck('day')->all();
// $records = ['monday', 'tuesday', 'wednesday', 'tuesday', 'friday', 'monday', 'tuesday']
$result = $this->ai()->samples($records)->expecting();
// $result = tuesday
}
}
## License
Cerebrum is open-sourced software licensed under the [MIT license](http://opensource.org/licenses/MIT)
### Bug Reporting and Feature Requests
Please add as many details as possible regarding submission of issues and feature requests
### Disclaimer
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.