issues
search
Caparrini
/
mloptimizer
mloptimizer is an optimizing library designed to be used with sklearn interface machine learning algorithms. It uses deap library for genetic algorithm optimization of hyperparameters.
MIT License
5
stars
2
forks
source link
issues
Newest
Newest
Most commented
Recently updated
Oldest
Least commented
Least recently updated
Logging to the logging file results in logging into the console, making a confusing output.
#26
Caparrini
opened
1 month ago
0
Fix the log of the optimization.
#25
Caparrini
closed
1 month ago
1
Feature: Add Hyperparameter for Fixed Value List
#24
Caparrini
closed
1 month ago
1
Unused parameters eg: class weight on xgboost
#23
Caparrini
opened
1 month ago
0
Add regression metrics and algorithms
#22
Caparrini
closed
1 week ago
1
A class named 'FitnessMax' has already been created and it will be overwritten.
#21
Caparrini
closed
1 month ago
0
Revise the draft, state of the art and results.
#20
Caparrini
opened
1 month ago
0
Decouple the optimizer class from other tasks by creating other classes with responsibilities
#18
Caparrini
opened
1 month ago
0
mloptimizer UI to be able to use the library with an interface without resorting to code
#17
Caparrini
opened
1 month ago
0
Improve integration with MLFlow
#16
Caparrini
opened
1 month ago
0
Add the functionality to use Dask instead of Pandas
#15
Caparrini
opened
1 month ago
0
Add package to conda-forge
#14
Caparrini
opened
1 month ago
0
Error Control in Input Parameters
#13
Caparrini
closed
1 week ago
1
Update overleaf with information from github repository
#12
Caparrini
closed
1 month ago
0
Execute comparative tests MLOptimizer vs GridSearch and Random Search in Lamarck and document it
#11
Caparrini
closed
1 month ago
0
Test Notebook: MLOptimizer vs GridSearch and RandomSearch
#10
Caparrini
closed
1 month ago
0
Add more genetic features from DEAP
#9
Caparrini
opened
1 month ago
0
Document the use of checkpoints
#8
Caparrini
opened
1 month ago
0
Document the use of specific metrics for genetic evolution
#7
Caparrini
closed
1 week ago
0
Create a new MLOptimizer logo and unify it
#6
Caparrini
closed
1 month ago
1
Docs: add windows warning
#5
pagonzal13
opened
5 months ago
1
Bug fix in strftime format to make it compatible with Windows systems.
#4
javiag
closed
12 months ago
1
Sprint 1
#3
Caparrini
closed
1 year ago
0
Alfa
#2
Caparrini
closed
1 year ago
0
Working package
#1
Caparrini
closed
3 years ago
0