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VIDA-NYU
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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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update images tag for helm build
#55
EdenWuyifan
closed
1 year ago
0
update .ipynb scores
#54
EdenWuyifan
closed
1 year ago
0
Question re: examples/timeseries_forecasting_example.ipynb
#53
bkj
closed
1 year ago
0
Update scores in tabular_*.ipynb examples
#52
bkj
closed
1 year ago
0
examples/adding_huggingface_primitives.ipynb missing import?
#51
bkj
closed
1 year ago
1
Create a CI pipeline for building the docker images
#50
aecio
closed
1 year ago
1
Add CI and documentation for docker/kubernetes
#49
EdenWuyifan
closed
1 year ago
1
Add docker build preparations
#48
EdenWuyifan
closed
1 year ago
2
Provide options to install Alpha-AutoML
#47
roquelopez
closed
1 year ago
0
Delete signal.SIGALRM
#46
EdenWuyifan
closed
1 year ago
1
Penalize primitives with long execution times
#45
roquelopez
opened
1 year ago
0
WIP: Add SMAC optimizer
#44
EdenWuyifan
closed
9 months ago
1
Madhuri fasttext
#43
madhuripujari95
closed
1 year ago
0
Error Searching Pipeline on Windows
#42
EdenWuyifan
closed
1 year ago
1
Nested pipelines cannot visualize properly
#41
EdenWuyifan
closed
1 year ago
5
Add semi supervised classification
#40
EdenWuyifan
closed
1 year ago
5
Not able to retain the module name as fasttext
#39
madhuripujari95
closed
1 year ago
3
Time series forecast
#38
EdenWuyifan
closed
1 year ago
1
n_splits passing to the api object will cause a duplication error
#37
EdenWuyifan
closed
1 year ago
2
[WIP] fasttext wrapper
#36
madhuripujari95
closed
1 year ago
2
Support for nlp huggingface models
#35
laibamehnaz
closed
1 year ago
0
Select the start mode for the multiprocessing lib according to the environment
#34
roquelopez
closed
1 year ago
0
New primitives from hugging face are slower than built-in text encoder primitives.
#33
laibamehnaz
closed
1 year ago
4
Sort scores according to the metrics
#32
roquelopez
closed
1 year ago
0
Add origin field to primitives
#31
roquelopez
closed
1 year ago
0
Normalize scores for PipelineProfiler
#30
roquelopez
closed
1 year ago
1
Review primitive hyperparams that cause errors
#29
roquelopez
opened
1 year ago
1
Add CyclicalFeature-based and other DatetimeEncoders
#28
EdenWuyifan
closed
1 year ago
2
fasttext module
#27
madhuripujari95
closed
1 year ago
1
Sampled data having 1 offset, makes it unable to locate the datetime column
#26
EdenWuyifan
closed
1 year ago
1
Execution stops after creating Board when using MyEmbedder.
#25
laibamehnaz
closed
1 year ago
5
Add a jupyter notebook example about how to use the splitting strategies.
#24
roquelopez
opened
1 year ago
0
Add a jupyter notebook example about how to use the supported metrics.
#23
roquelopez
closed
1 year ago
0
Add support for semi-supervised tasks
#22
roquelopez
closed
1 year ago
0
Add support for time series tasks
#21
roquelopez
closed
1 year ago
0
automl.fit crushes when the time_bound is large
#20
EdenWuyifan
closed
1 year ago
3
Integrate data type detection from sortinghat lib
#19
aecio
opened
1 year ago
0
Add more unit tests
#18
roquelopez
opened
1 year ago
0
Improve documentation
#17
roquelopez
closed
1 year ago
0
Add a CI pipeline
#16
roquelopez
closed
1 year ago
0
Add documentation
#15
roquelopez
closed
1 year ago
0
Generate the grammar automatically
#14
roquelopez
opened
1 year ago
0
Allow users to send or modify the grammar
#13
roquelopez
closed
3 months ago
1
Add unit tests
#12
roquelopez
closed
1 year ago
1
Add built-in primitives
#11
roquelopez
closed
1 year ago
1
Implement interfaces to add external libraries as primitives
#10
roquelopez
closed
1 year ago
0
Add Documentation
#9
roquelopez
closed
1 year ago
0
Add a CI Server
#8
roquelopez
closed
1 year ago
0
Add support for non-numeric features
#7
roquelopez
closed
1 year ago
0
Add support for PipelineProfiler
#6
roquelopez
closed
1 year ago
0
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