Curtis Northcutt
07833d133f
Fix order of imports for pylint compliance
2019-06-24 16:43:39 -04:00
Curtis Northcutt
82596251d0
Made pruning code flake8 pylint compliant.
2019-06-24 16:06:39 -04:00
Curtis Northcutt
fe44541e53
Change import order for PEP compatibility
2019-06-24 15:03:42 -04:00
Curtis Northcutt
f9fe98f638
Remove print statements in testing
2019-06-24 14:58:34 -04:00
Curtis Northcutt
7a12ecc938
Fixed test. only use exact pruning count with prune_by_class
2019-06-24 14:56:59 -04:00
Curtis Northcutt
878925ad8e
Fix python 2 and 3 compatibility with stdout.flush
2019-06-24 12:44:05 -04:00
Curtis G. Northcutt
699ced4ba1
typo fix in comments
2019-06-20 17:38:14 -04:00
Curtis G. Northcutt
42754840df
typo fix in comments
2019-06-20 17:37:17 -04:00
Curtis G. Northcutt
26648d495d
fix typo in comments
2019-06-20 17:35:54 -04:00
Curtis G. Northcutt
9f45e72388
typo fix in comments
2019-06-20 17:02:14 -04:00
Curtis G. Northcutt
4df020df83
Typo fix in comments
2019-06-20 16:58:44 -04:00
Curtis G. Northcutt
41a4081f48
Typo fix in comments
2019-06-20 16:57:33 -04:00
Curtis Northcutt
96262c0c39
Error Fix: remove tqdm import
2019-06-19 17:36:04 -04:00
Curtis Northcutt
37b9f6e071
Fix memError for travisCI by avoiding cache store when installing torchvision
2019-06-19 17:32:00 -04:00
Curtis Northcutt
f33c97e720
BIG CHANGE: Remove tqdm as a package dependency. instead warn to install.
2019-06-19 17:15:37 -04:00
Curtis G. Northcutt
87b8fa15a3
Remove assertions that could trouble. fix a comment
2019-03-13 18:24:06 -04:00
cgnorthcutt
95228b3e4d
MAJOR CHANGES: remove maxpred==label, multi-label support, simplified ordering
2019-02-26 16:55:04 -05:00
cgnorthcutt
fc5cca124b
Fixed bug missing numpy prefix
2019-02-23 03:41:32 -05:00
Curtis G. Northcutt
9fd465047f
Fixed missing close parens
2019-02-17 17:24:22 -08:00
Curtis G. Northcutt
d9cc012ee8
include that cleanlab is automatically parallelized
2019-02-17 17:10:26 -08:00
Curtis G. Northcutt
237036b136
Version 0.0.8: supports full auto parallelization and many algorithm changes.
...
0.0.8 - Multiple major changes
- Finding label errors is no fully parallelized.
- prune_count_method parameter has been removed.
- estimate_confident_joint_from_probabilities now automatically calibrates confident joint to be a true joint estimate.
- Confident joint algorithm changed! When an example is found confidently as 2+ labels, choose class with max probability.
2019-02-17 16:09:32 -08:00
cgnorthcutt
41dd9d194b
Update readme to remove prune_count_method.
2019-02-16 16:58:04 -05:00
cgnorthcutt
d61d2eb55b
Modified pytorch testing to appease py27 issues.
2019-02-16 16:39:06 -05:00
cgnorthcutt
07ff9a88c6
BUG FIX: missing then in bash script for tox
2019-02-16 16:05:13 -05:00
cgnorthcutt
cbd6bb6e4d
Update torch install to torch 1.0
2019-02-16 15:58:22 -05:00
cgnorthcutt
e2b713872f
Try removing pyc and pycache before running toxt.
2019-02-16 15:35:48 -05:00
cgnorthcutt
42fce2931d
Whitelist pytest to avoid tox warning.
2019-02-16 13:59:45 -05:00
cgnorthcutt
befbf82090
Remove unused tests.
2019-02-16 04:07:51 -05:00
cgnorthcutt
1c7d341a9a
MAJOR CHANGE: multiprocessed ordering, removed prune_count_method
2019-02-16 03:51:24 -05:00
cgnorthcutt
df4369407f
Remove references to prune_count_method.
2019-02-16 00:32:18 -05:00
cgnorthcutt
3533b2afc6
Remove all references to prune_count_method and warnings
2019-02-16 00:20:16 -05:00
cgnorthcutt
18637d17eb
Update comments to reflect that conf joint is calibrated now.
2019-02-15 23:06:25 -05:00
cgnorthcutt
a712d18bd7
Replace cj with confident_joint
2019-02-15 22:56:21 -05:00
cgnorthcutt
f44372cf31
Return array of False (isntead of None) when no label errors
2019-02-15 22:44:56 -05:00
cgnorthcutt
e7c961a9cc
BIG CHANGE: Confident learning now uses multiprocessing for finding label errors.
2019-02-15 22:23:58 -05:00
cgnorthcutt
14aea4b548
Add tqdm for multiprocessing support.
2019-02-15 22:21:45 -05:00
cgnorthcutt
3d4570d472
Removed reference to non-existent variable labels.
2019-02-15 19:43:01 -05:00
cgnorthcutt
535c61a71d
Add method to estimate the full joint of noisy labels.
2019-02-15 19:20:07 -05:00
cgnorthcutt
305eb61fc1
Add method to calibrate confident joint.
2019-02-15 19:13:55 -05:00
Curtis G. Northcutt
5d67b02ddd
Shorten why this package is unique.
2019-02-15 11:09:10 -08:00
Curtis G. Northcutt
db53e20bae
Remove Forrest Gump quote :)
2019-02-15 11:05:34 -08:00
cgnorthcutt
e7bc4276a0
MAJOR CHANGE: confident joint now uses max pred for collisions.
2019-02-15 13:54:57 -05:00
cgnorthcutt
574346e7ab
Add environment bang header.
2019-02-14 19:27:16 -05:00
cgnorthcutt
c65851685f
Avoid errors caused by letting s be a list. convert s to np array
2019-02-14 19:26:56 -05:00
cgnorthcutt
66de6a42fc
Update docstsring to explain multi_label param
2019-02-14 18:35:04 -05:00
Curtis Northcutt
8b1897412e
MAJOR CHANGE - confident joint only selects each example once now.
2019-01-23 04:49:16 -05:00
Curtis Northcutt
6658e483c5
Add support for multi-label classification.
2019-01-21 20:59:56 -05:00
Curtis Northcutt
cbb3a81715
Add buffer to avoid precision issues with float.
2019-01-21 20:54:47 -05:00
Curtis G. Northcutt
770b068922
Moved part of subtitle into body
2019-01-05 22:16:32 -08:00
Curtis G. Northcutt
02aeadaf85
clarified cleanlab = cleans labels
2019-01-05 22:13:48 -08:00