Error when instantiating flor.log about flor HOT 5 CLOSED

Hi @yauhen-info, thank you for your interest in Flor and for the feedback. Yes, indeed the docs are deprecated.

Flor is currently in a state where people should be able to try it on their own machines. I'll spend some time today updating the docs so people can try a tutorial and see what we're about.

Flor is transparent now and invoked from the command line: flor python iris.py experiment_name_iris. So you don't need Flor inside your code. More instructions to follow.

from flor.

Hi all, please see updated docs. More documentation to follow, but this should be enough to get you started. Thanks!

from flor.

Same problem and I install from source lol
The python version is 3.7

from flor.

Thanks everyone, we're rolling out a new version of Flor and the docs are outdated. The new version will be transparent to the user (you won't need to import Flor), but it will require some command-line invocations. I'll follow up once we update the docs, and explain the relevant changes. Leaving the issue open until then.

from flor.

I have the same issue as the topic-starter. Thanks, @rlnsanz, for your work.

Though atm looks like the way described in the docs is deprecated.

The docs say:

from sklearn import datasets
from sklearn import svm
from sklearn.model_selection import train_test_split
import flor

log = flor.log

@flor.track
def fit_and_score_model():
    iris = datasets.load_iris()
    X_tr, X_te, y_tr, y_te = train_test_split(iris.data, iris.target,
                                              test_size=log.param(0.15),
                                              random_state=log.param(430))

    clf = svm.SVC(gamma=log.param(0.001), C=(100.0))
    clf.fit(X_tr, y_tr)

    score = log.metric(clf.score(X_te, y_te))


with flor.Context('iris'):
    fit_and_score_model()

The exact same example is under the deprecated folder of the source code https://github.com/ucbrise/flor/blob/master/examples/deprecated/iris/iris.py

Thus, I bet that current working example of Log initialization is under https://github.com/ucbrise/flor/blob/master/examples/iris/iris.py

from flor.