Closed bizzyvinci closed 3 years ago
Hello @bizzyvinci,
That was our fault not to post release notes for the new versions of LightAutoML here on github. I'm currently working on it and add them to my answer. As you can see from them - in the latest version we remove Profiler because it takes too much computational resources to work and blocks some really important functionality like multiGPU NLP model training etc.
Release notes for 0.2.11:
TabularAutoML
and TabularUtilizedAutoML
- example is in Tutorial_2
.return_all_predictions
and weighted_blender_max_nonzero_coef
params in general_params
config section, example is here in cell 9TabularUtilizedAutoML
custom config list setting (for example to make it work like model multistart) etc.Release notes for 0.2.12:
Release notes for 0.2.13:
Release notes for 0.2.14-0.2.15:
Release notes for 0.2.16: General part:
log_calls
library usage) makes available to use DataParallel
during Bert models training (to turn it on use multigpu
param in nn_params
)NLP part:
gensim >=4
.AutoNLP
and NN
via text_params
, changed logic for embeddings size check in AutoNLP
AutoNLP
moduleInterpretation part:
Ok. Thanks.
https://github.com/sberbank-ai-lab/LightAutoML/releases is not up to date. Where are releases cataloged or updated?
In the tutorial on analytics india, Profiler was used.
It was imported with
from lightautoml.utils.profiler import Profiler
, but there's no reference in the official documentation and importing it raisesModuleNotFoundError: No module named 'lightautoml.utils.profiler'
.Is Profiler gone or moved to another module or rebranded or ...?