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alpha-automl
Alpha-AutoML is a Python library for automatically generating end-to-end machine learning pipelines.
https://alpha-automl.readthedocs.io
Apache License 2.0
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feat: SMAC optimizer
#105
EdenWuyifan
opened
3 months ago
0
Reduce search space
#104
roquelopez
closed
3 months ago
0
Add black and white list function
#103
EdenWuyifan
closed
3 months ago
0
Add GPT based feature generator
#102
EdenWuyifan
opened
5 months ago
1
feat: Add math features
#101
EdenWuyifan
opened
6 months ago
0
List available primitive types
#100
roquelopez
closed
6 months ago
0
Automl grand prix SMAC implementation
#99
EdenWuyifan
closed
3 months ago
0
Take-away Improvements from Grand Prix
#98
EdenWuyifan
closed
6 months ago
1
Ensemble regressor primitives
#97
roquelopez
closed
7 months ago
0
Add support for ensemble pipelines
#96
roquelopez
closed
7 months ago
0
WIP: Replace MCTS with Ray RL Algorithms
#95
EdenWuyifan
closed
7 months ago
0
Score pipelines in parallel
#94
roquelopez
closed
9 months ago
0
fix huggingface wrapper not support distilbert
#93
EdenWuyifan
closed
9 months ago
0
WIP: Pipeline ranking
#92
EdenWuyifan
closed
8 months ago
1
Add Ranking Method to Pipeline Primitives
#91
EdenWuyifan
closed
7 months ago
2
AMLB integratiion
#90
roquelopez
closed
10 months ago
0
WIP: Add CleanLab methods as built-in primitives
#89
EdenWuyifan
opened
1 year ago
0
Update readme links
#88
roquelopez
closed
1 year ago
0
add cull for unused/inactive server
#87
EdenWuyifan
closed
1 year ago
1
Export pipeline code
#86
EdenWuyifan
closed
10 months ago
2
Simplify classes
#85
roquelopez
closed
1 year ago
0
Add Alpha-AutoML to AMLB
#84
roquelopez
closed
10 months ago
0
Kill child process using signals
#83
roquelopez
closed
1 year ago
0
Add streamlit app
#82
roquelopez
closed
1 year ago
0
Export code of the pipeline
#81
roquelopez
closed
10 months ago
0
Create ensembles of pipelines
#80
roquelopez
closed
7 months ago
0
Update py311
#79
EdenWuyifan
closed
1 year ago
0
Support for latest Python and core libraries
#78
aecio
closed
1 year ago
3
WIP: Add huggingface finetune
#77
EdenWuyifan
closed
8 months ago
1
fix image reader on av-format jpeg
#76
EdenWuyifan
closed
1 year ago
1
remove temp folder, replaced by tempfile
#75
EdenWuyifan
closed
1 year ago
1
Import Error
#74
allandclive
closed
1 year ago
1
Change ClipTransformer to a uniform HuggingfaceImageTransformer, rename HuggingfaceEncoder to HuggingfaceTextTransformer
#73
EdenWuyifan
closed
1 year ago
1
fix hugging face tokenizer error over 512 features
#72
EdenWuyifan
closed
1 year ago
0
Improve Documentation
#71
roquelopez
closed
1 year ago
0
Check and import correctly optional primitives
#70
roquelopez
closed
1 year ago
0
implement three levels of logs
#69
EdenWuyifan
closed
1 year ago
1
Fix adding on-the-fly primitives for PipelineProfiler
#68
roquelopez
closed
1 year ago
0
Show the group of the optional dependencies to install it
#67
roquelopez
closed
1 year ago
0
fix semisupervised dataset and example
#66
EdenWuyifan
closed
1 year ago
0
Error in binary semisupervised classification
#65
roquelopez
closed
1 year ago
1
Multiple improvements for the examples
#64
roquelopez
closed
1 year ago
0
Output of automl.fit() with verbose=False is too verbose
#63
aecio
closed
1 year ago
1
No such file or directory: 'tmp/nn_models'
#62
aecio
closed
1 year ago
5
Add image encoder base
#61
EdenWuyifan
closed
1 year ago
2
add queue timeout for 30 seconds
#60
EdenWuyifan
closed
1 year ago
3
Memory overflow when running score_pipeline
#59
EdenWuyifan
opened
1 year ago
0
fix huggingface example
#58
EdenWuyifan
closed
1 year ago
0
Change CI to use the version names in Docker images
#57
aecio
closed
1 year ago
0
fix buggy regression task for time series forecasting
#56
EdenWuyifan
closed
1 year ago
1
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