snorkel - v0.10.0

[0.10.0] - 2023-02-27

[Breaking Changes]

• PR #1729: Add support for Python 3.11 and remove support for all other minor versions

[Contributors]

Thanks to @bhancock8, @kamelCased, @MLobo1997, and @rsmith49 for contributions!

- Python
Published by bhancock8 almost 2 years ago

snorkel - v0.9.9

[0.9.9] - 2022-07-28

[Added]

• PR #1690: Bump numpy version for Mac M1 compat
• PR #1696: Fix linting
• PR #1694: Fix test loss
• PR #1693: Update black version to fix build
• PR #1671: Fix flaky test
• PR #1688: Fix branch filtering for complex tests
• PR #1686: Switch to CircleCI badge
• PR #1685: Migrating travis -> circle

[Contributors]

Thanks to @rsmith49, @zexuan-zhou, @humzaiqbal, @fpoms, @crawlingcub, and @henryre for contributions!

- Python
Published by humzaiqbal over 3 years ago

snorkel - v0.9.8

[0.9.8] - 2021-11-18

[Added]

• PR #1649: Add progress bar for label model training

[Changed]

• PR #1645: Upgrade networkx requirement to support networkx>=2.5
• PR #1663: Upgrade tensorboard requirement to support tensorboard>=2.0
• PR #1652: Fix issue with logging display during label model training
• PR #1677: Bump version upper bound of networkx to 2.7

[Contributors]

Thanks to @anerirana, @thatch, @sfilipi, @hardianlawi, @asottile and @marekmodry for contributions!

- Python
Published by rsmith49 over 4 years ago

snorkel - v0.9.7

[0.9.7] - 2021-03-03

[Breaking Changes]

• PR #1633, #1628: Update requirements for numpy (>=1.16.5,<1.20.0), `pandas` (>=1.0.0,<2.0.0), and `scikit-learn` (>=0.20.2,<0.25.0)

[Added]

• PR #1628: Add unit test coverage for Python 3.8
• PR #1616: Accept prec_init as array or list in LabelModel
• PR #1602: Add getlabelinstances to analysis module

[Contributors]

Thanks to @DavidKoleczek and @antonis19 for contributions!

- Python
Published by bhancock8 almost 5 years ago

snorkel - v0.9.6

[Added]

• PR #1572: Allow specification of memoize_key in preprocessors
• PR #1597: Improved error messages for MultitaskClassifier
• PR #1592: Improved LabelModel documentation

- Python
Published by vincentschen over 5 years ago

snorkel - v0.9.5

[Breaking Changes]

• PR #1565: Upgrade pytorch requirement to support torch>=1.2.0

- Python
Published by vincentschen almost 6 years ago

snorkel - v0.9.4

[Breaking Changes]

• PR #1535: Refactor baseline model imports in snorkel.labeling.model
  • Now, from from snorkel.labeling import MajorityLabelVoter, LabelModel can be expressed from snorkel.labeling.model import MajorityLabelVoter, LabelModel

[Added]

• PR #1533: Allow option to save optimizer state in Trainer
• PR #1523: Add GPU option for spaCy preprocessor

[Changed]

• PR #1540: Fix squeeze bug in to_int_label_array function
• PR #1520: Fix error bucket documentation in snorkel.analysis.error_analysis

[Contributors]

Thanks to @rjurney, @ptrcklv for recent contributions!

- Python
Published by vincentschen almost 6 years ago

snorkel - v0.9.3

[Changed]

• PR #1502: Faster symmetry breaking in LabelModel using Munkres algorithm

- Python
Published by vincentschen over 6 years ago

snorkel - v0.9.2

[Breaking Changes]

• PR #1481: removed fault tolerant mode for labeling functions

[Added]

• PR #1481: fault tolerant mode for appliers

[Changed]

• PR #1450, 1467: ignore abstains in scoring, except coverage
• PR #1463: serialize all attributes of label model
• PR #1466: fix label model GPU training option
• PR #1477, #1492: pin dependency versions

[Removed]

• PR #1454: set_seed utility removed

[Contributors]

Thanks to @HiromuHota, @ferhatelmas, and @garaud for their recent contributions!

- Python
Published by henryre over 6 years ago

snorkel - v0.9.1

[Breaking Changes]

• PR #1453: SlicingClassifier renamed to SliceAwareClassifier

[Added]

• PR #1451: add heuristic for breaking symmetry in multiple label model optima case
• PR #1442: integration test for MultitaskClassifier

[Changed]

• PR #1444: fix label model weight clamping behavior
• PR #1445: fix JSON log writer
• PR #1447: fix correct/incorrect count bug in LFAnalysis
• PR #1428, #1449: catch invalid label model inputs
• PR #1441: make inputs to Scorer.score optional

- Python
Published by henryre over 6 years ago

snorkel - v0.9.0

Version 0.9.0 is a complete redesign of the Snorkel library. There's too much added, changed, and removed to list in this entry. For more information on the release, check out the project homepage. From here forward, we'll keep a detailed changelog.

- Python
Published by henryre over 6 years ago

snorkel - Version 0.7 Beta

Major changes in v0.7:

• PyTorch classifiers
• Installation now via Conda and pip
• Now spaCy is the default parser (v1), with support for v2
• And many more fixes, additions, and new material!

- Python
Published by stephenbach over 7 years ago

snorkel - Version 0.6.3

Version 0.6.3 adds many bug fixes and improved default hyperparameters for the generative model.

- Python
Published by stephenbach almost 8 years ago

snorkel - Version 0.6.2

- Python
Published by ajratner over 8 years ago

snorkel - Version 0.5

- Python
Published by stephenbach about 9 years ago

snorkel - Version 0.4

- Python
Published by stephenbach about 9 years ago