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kostaleonard
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mlops
A framework for conducting MLOps.
MIT License
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Add note on why we need to use dill instead of pickle
#68
kostaleonard
opened
2 years ago
1
Add conda installation option
#67
kostaleonard
opened
2 years ago
0
Investigate methods to allow package to be imported in Jupyter Notebooks with Python<3.9
#66
kostaleonard
opened
2 years ago
0
Accessing VersionedDataset attributes gives unresolved attribute warnings
#65
kostaleonard
opened
2 years ago
0
Style
#64
kostaleonard
closed
2 years ago
0
Add pytest-randomly plugin to set random seeds for tests
#63
kostaleonard
closed
2 years ago
0
Consider adding Black as pre-commit hook
#62
kostaleonard
closed
2 years ago
0
Update pylint max line length to 79
#61
kostaleonard
closed
2 years ago
0
Republication
#60
kostaleonard
closed
2 years ago
0
Republication should be a method in VersionedArtifact
#59
kostaleonard
closed
2 years ago
0
Added VersionedArtifacts
#58
kostaleonard
closed
2 years ago
0
Mocked AWS fixture scoping does not appear to be working properly
#57
kostaleonard
opened
2 years ago
0
Add VersionedArtifact as (abstract) base class for VersionedModel and VersionedDataset
#56
kostaleonard
closed
2 years ago
0
Add metadata update methods to versioned artifacts
#55
kostaleonard
closed
2 years ago
0
Add mocked S3 tests
#54
kostaleonard
closed
2 years ago
0
Dataset link
#53
kostaleonard
closed
2 years ago
0
Move test fixtures to conftest.py
#52
kostaleonard
closed
2 years ago
0
Pathless versioned dataset builders
#51
kostaleonard
closed
2 years ago
0
Republication
#50
kostaleonard
closed
2 years ago
0
DataProcessor objects with super() calls fail to pickle
#49
kostaleonard
opened
2 years ago
1
Fixed versioned dataset hash reproducibility
#48
kostaleonard
closed
2 years ago
0
VersionedDatasetBuilder does not hash tensors
#47
kostaleonard
closed
2 years ago
0
VersionedDataset hash when strategy is copy-zip is non-deterministic
#46
kostaleonard
closed
2 years ago
2
Add subclass of VersionedDatasetBuilder that is initialized directly from features and labels
#45
kostaleonard
closed
2 years ago
0
VersionedModels and VersionedDatasets should be able to "republish" themselves
#44
kostaleonard
closed
2 years ago
0
VersionedModels and VersionedDatasets should have a name property
#43
kostaleonard
closed
2 years ago
0
VersionedModels and VersionedDatasets should "know" their version
#42
kostaleonard
closed
2 years ago
0
Closes #40
#41
kostaleonard
closed
2 years ago
0
Make training configuration argument to VersionedModelBuilder optional
#40
kostaleonard
closed
2 years ago
0
Incorrect type annotations
#39
kostaleonard
closed
2 years ago
0
Compression
#38
kostaleonard
closed
2 years ago
0
Compression
#37
kostaleonard
closed
2 years ago
0
Closes #30
#36
kostaleonard
closed
2 years ago
0
Add architecture module containing tested implementations of useful architectures
#35
kostaleonard
opened
2 years ago
1
Backcompat
#34
kostaleonard
closed
2 years ago
0
Add backward compatibility to Python 3.6
#33
kostaleonard
closed
2 years ago
1
Docs
#32
kostaleonard
closed
2 years ago
0
Create GitHub pages site
#31
kostaleonard
closed
2 years ago
3
Add option to copy raw dataset as zip file
#30
kostaleonard
closed
2 years ago
0
Add dataset link directly to versioned model
#29
kostaleonard
closed
2 years ago
0
Package
#28
kostaleonard
closed
2 years ago
0
Package
#27
kostaleonard
closed
2 years ago
0
Continuous deployment
#26
kostaleonard
closed
2 years ago
0
Test installation instructions in clean conda environment
#25
kostaleonard
closed
2 years ago
1
Protect main branch
#24
kostaleonard
closed
2 years ago
1
Improve QuickStart guide
#23
kostaleonard
opened
2 years ago
0
Decrease media size
#22
kostaleonard
closed
2 years ago
1
VersionedDatasetBuilder’s _make_publication_path* methods should be in a VersionedArtifactBuilder abstract super class.
#21
kostaleonard
closed
2 years ago
0
Consider strategies to cut down on repeated code segments in VersionedDatasetBuilder and VersionedModelBuilder
#20
kostaleonard
opened
2 years ago
1
Consider adding contents of data processor script as versioned dataset artifact
#19
kostaleonard
opened
2 years ago
0
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