 Curtis Northcutt
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382e259a66
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Estimates joint distribution of label noise from noisy channel.
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2018-11-21 12:42:59 -05:00 |
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Curtis Northcutt
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60be9f72fc
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Estimates and fully characterizes label noise
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2018-11-21 12:42:21 -05:00 |
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Curtis Northcutt
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85396096e8
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Equalities when noise information is known.
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2018-11-21 12:41:15 -05:00 |
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Curtis Northcutt
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0f558a6997
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The RankPruning() class for learning with noisy labels.
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2018-11-21 12:39:56 -05:00 |
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Curtis G. Northcutt
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808fb4c579
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Update README.md
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2018-11-21 12:13:19 -05:00 |
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Curtis G. Northcutt
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5e31f35e46
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Update README.md
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2018-11-21 12:12:16 -05:00 |
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Curtis G. Northcutt
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6436d76f80
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Finished change from confidentlearning to cleanlab
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2018-11-21 12:05:12 -05:00 |
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Curtis Northcutt
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f42b5af4c7
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Changed package name from confidentlearning to cleanlab
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2018-11-21 11:54:31 -05:00 |
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Curtis G. Northcutt
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b8b1ab3066
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Update README.md
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2018-11-02 19:16:18 -04:00 |
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Curtis G. Northcutt
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a779a75f85
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Update README.md
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2018-10-12 11:36:06 -07:00 |
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Curtis G. Northcutt
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8122987853
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Update README.md
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2018-09-04 12:39:07 -07:00 |
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Curtis G. Northcutt
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4bbc0b05a1
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Update README.md
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2018-09-04 12:35:23 -07:00 |
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Curtis G. Northcutt
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31e2894946
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Merge branch 'master' of github.com:cgnorthcutt/confidentlearning
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2018-07-02 17:22:48 -07:00 |
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Curtis G. Northcutt
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237a80f624
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Added params to docstrings. fixed missing self error.
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2018-07-02 17:22:42 -07:00 |
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Curtis G. Northcutt
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bec6c449a6
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Forgot to include clf=YourFavoriteModel(), added.
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2018-07-02 16:11:39 -07:00 |
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Curtis G. Northcutt
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ab82094b8f
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use same formatting for confidentlearning throughout
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2018-07-02 16:10:02 -07:00 |
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Curtis G. Northcutt
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3cfc0980fb
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Added how to wrap a model(e.g. pytorch, tensorflow, etc) to be used with confidentlearning
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2018-07-02 16:08:34 -07:00 |
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Curtis G. Northcutt
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1ec199d542
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Merge branch 'master' of github.com:cgnorthcutt/confidentlearning
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2018-07-02 15:23:13 -07:00 |
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Curtis G. Northcutt
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7e37f10450
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Uses accuracy when clf.score() doest not exist.
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2018-07-02 15:23:07 -07:00 |
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Curtis G. Northcutt
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73b88e9cfb
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Bold train vs test and add ImageNet clarification to caption
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2018-06-29 20:59:48 -07:00 |
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Curtis G. Northcutt
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d53d7ea12a
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RankPruning() class now inherets sklearn classifier.
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2018-06-27 18:35:19 -07:00 |
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Curtis G. Northcutt
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e2c1a9f8b5
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Added printing pretty for all matrix types.
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2018-06-27 16:58:14 -07:00 |
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Curtis G. Northcutt
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530115524c
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Add missing import inspect
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2018-06-26 18:57:20 -07:00 |
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Curtis G. Northcutt
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5864a0c818
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Check for fit, predict, predict_proba methods for clf param
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2018-06-26 18:56:11 -07:00 |
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Curtis G. Northcutt
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a5151b45a2
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Instant 2x2 dense noise mat generation.
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2018-06-26 18:19:00 -07:00 |
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Curtis G. Northcutt
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7308d7c71e
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Now INSTANT noise generation when num classes is 2.
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2018-06-26 15:45:16 -07:00 |
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Curtis G. Northcutt
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4baf67bb6c
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Generalized noise matrix printing to arbitrary classes.
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2018-06-26 14:35:51 -07:00 |
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Curtis G. Northcutt
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4661670b6f
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Cast dirichlet input to int from float
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2018-06-26 14:27:02 -07:00 |
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Curtis G. Northcutt
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6ada8b8fea
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generate n probs sum to m now truly uniformly rand
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2018-06-26 12:09:38 -07:00 |
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Curtis G. Northcutt
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63c4fdc25a
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Ignore .ipynb files in core package directories.
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2018-06-25 18:14:37 -07:00 |
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Curtis G. Northcutt
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dafb8fa71e
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Remove ipynb for core package files.
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2018-06-25 18:09:06 -07:00 |
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Curtis G. Northcutt
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87d8d4f29c
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Added a full length tutorial / documentation
Covers many of the common used methods in the package. Does not cover the vast hyper-parameters in each function.
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2018-06-23 20:36:28 -07:00 |
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Curtis Northcutt
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93d3b5bfdc
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Moved ImageNet and MNIST error finding to examples
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2018-06-12 15:05:44 -07:00 |
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Curtis Northcutt
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cccd411b70
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moved models to examples/
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2018-06-12 15:05:11 -07:00 |
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Curtis Northcutt
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dca4376b14
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Add __util__ for package imports.
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2018-06-12 12:39:07 -07:00 |
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Curtis Northcutt
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bcaa2c8d46
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Add __init__ for package imports
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2018-06-12 12:26:58 -07:00 |
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Curtis G. Northcutt
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da7ee1d5ba
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Update README.md
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2018-05-30 12:36:16 -07:00 |
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Curtis G. Northcutt
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640ede2ef4
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Update README.md
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2018-05-30 12:35:15 -07:00 |
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Curtis G. Northcutt
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13e18b0a5c
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Update LICENSE
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2018-05-28 21:01:40 -07:00 |
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Curtis G. Northcutt
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534a457960
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Update LICENSE
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2018-05-28 21:00:39 -07:00 |
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Curtis G. Northcutt
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525ecd0b22
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Update README.md
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2018-05-28 20:55:33 -07:00 |
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Curtis G. Northcutt
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1cc4cce71a
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Update README.md
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2018-05-28 20:53:12 -07:00 |
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Curtis Northcutt
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868e3c1e05
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Merge branch 'master' of github.com:cgnorthcutt/confidentlearning
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2018-05-28 20:39:37 -07:00 |
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Curtis Northcutt
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933d33770e
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Fixed line breaks. Jupyter injects space when convert to py scripts.
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2018-05-28 20:39:33 -07:00 |
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Curtis G. Northcutt
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df26e650e9
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Added MNIST train and test label errors for public benefit.
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2018-05-28 18:21:35 -07:00 |
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Curtis G. Northcutt
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d4d147c972
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Added ImageNet and MNIST label error graphics.
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2018-05-28 18:11:03 -07:00 |
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Curtis Northcutt
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756dae1d71
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Create img directory for result figures.
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2018-05-28 17:41:19 -07:00 |
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Curtis G. Northcutt
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4cc09c7916
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Add files via upload
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2018-05-28 17:39:41 -07:00 |
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Curtis G. Northcutt
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0356cfce16
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Update README.md
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2018-05-28 17:37:09 -07:00 |
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Curtis G. Northcutt
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6eee9a4a19
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Update README.md
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2018-05-28 17:34:00 -07:00 |
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