976bde7a1c
BIG CHANGE: added multi_label support, fixed cj rounding, added tests
2019-07-27 18:23:11 -07:00
1b04c7c346
remove calls to estimate_confident_joint_from_probabilities
2019-07-26 22:23:36 -04:00
2d72157a44
moved joint assertions to tests.
2019-07-26 22:03:04 -04:00
daea359f5a
Remove deprecated function from testing
2019-07-26 21:37:10 -04:00
8fec809e10
Fixed header comment
2019-07-26 21:34:15 -04:00
f4bfa3c15f
add calibrate parameter, make cj calibrated by default
2019-07-26 21:23:24 -04:00
a5ca9fa418
deprecated estimate_confident_joint_from_probabilities and force_ps
2019-07-26 20:48:32 -04:00
f6ab22bdf7
compute_confident_joint now calibrates by default.
2019-07-26 20:24:09 -04:00
5aebb2a56a
estimate_joint now computes confident_joint, calibrate no longer does
2019-07-26 20:00:46 -04:00
a586cd7297
Add rounding formatting.
2019-07-24 15:43:51 -04:00
1461397b03
Make util work for pandas series
2019-07-24 00:53:59 -04:00
e262674209
FATAL BUG FIX: return statement was accidentally indented.
2019-07-17 13:18:27 -04:00
78d3151f31
Removed extra spaces.
2019-07-02 19:08:56 -04:00
f19c6b5792
Fixed warning message.
2019-07-02 15:05:18 -04:00
07833d133f
Fix order of imports for pylint compliance
2019-06-24 16:43:39 -04:00
82596251d0
Made pruning code flake8 pylint compliant.
2019-06-24 16:06:39 -04:00
7a12ecc938
Fixed test. only use exact pruning count with prune_by_class
2019-06-24 14:56:59 -04:00
878925ad8e
Fix python 2 and 3 compatibility with stdout.flush
2019-06-24 12:44:05 -04:00
699ced4ba1
typo fix in comments
2019-06-20 17:38:14 -04:00
42754840df
typo fix in comments
2019-06-20 17:37:17 -04:00
26648d495d
fix typo in comments
2019-06-20 17:35:54 -04:00
9f45e72388
typo fix in comments
2019-06-20 17:02:14 -04:00
4df020df83
Typo fix in comments
2019-06-20 16:58:44 -04:00
41a4081f48
Typo fix in comments
2019-06-20 16:57:33 -04:00
96262c0c39
Error Fix: remove tqdm import
2019-06-19 17:36:04 -04:00
f33c97e720
BIG CHANGE: Remove tqdm as a package dependency. instead warn to install.
2019-06-19 17:15:37 -04:00
87b8fa15a3
Remove assertions that could trouble. fix a comment
2019-03-13 18:24:06 -04:00
95228b3e4d
MAJOR CHANGES: remove maxpred==label, multi-label support, simplified ordering
2019-02-26 16:55:04 -05:00
fc5cca124b
Fixed bug missing numpy prefix
2019-02-23 03:41:32 -05:00
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
1c7d341a9a
MAJOR CHANGE: multiprocessed ordering, removed prune_count_method
2019-02-16 03:51:24 -05:00
3533b2afc6
Remove all references to prune_count_method and warnings
2019-02-16 00:20:16 -05:00
18637d17eb
Update comments to reflect that conf joint is calibrated now.
2019-02-15 23:06:25 -05:00
a712d18bd7
Replace cj with confident_joint
2019-02-15 22:56:21 -05:00
f44372cf31
Return array of False (isntead of None) when no label errors
2019-02-15 22:44:56 -05:00
e7c961a9cc
BIG CHANGE: Confident learning now uses multiprocessing for finding label errors.
2019-02-15 22:23:58 -05:00
3d4570d472
Removed reference to non-existent variable labels.
2019-02-15 19:43:01 -05:00
535c61a71d
Add method to estimate the full joint of noisy labels.
2019-02-15 19:20:07 -05:00
305eb61fc1
Add method to calibrate confident joint.
2019-02-15 19:13:55 -05:00
e7bc4276a0
MAJOR CHANGE: confident joint now uses max pred for collisions.
2019-02-15 13:54:57 -05:00
574346e7ab
Add environment bang header.
2019-02-14 19:27:16 -05:00
c65851685f
Avoid errors caused by letting s be a list. convert s to np array
2019-02-14 19:26:56 -05:00
66de6a42fc
Update docstsring to explain multi_label param
2019-02-14 18:35:04 -05:00
8b1897412e
MAJOR CHANGE - confident joint only selects each example once now.
2019-01-23 04:49:16 -05:00
6658e483c5
Add support for multi-label classification.
2019-01-21 20:59:56 -05:00
cbb3a81715
Add buffer to avoid precision issues with float.
2019-01-21 20:54:47 -05:00
81327c064f
0.0.7 - Major speed increases across the board. No major API changes.
2019-01-05 22:06:20 -08:00
70c8999d5c
avoid loop to handle end of file more efficiently.:
2019-01-04 14:50:45 -08:00
3619478bf3
Fixed errors. data_loader much faster. removed idx in indices.
2019-01-01 21:44:03 -08:00
be192e156f
Fixed error popping from empty stack
2019-01-01 21:18:36 -08:00
Curtis Northcutt