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add em and draft nll #29

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PBrblt
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@PBrblt PBrblt commented Jun 30, 2022

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@anujanegi
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@PBrblt Thanks for adding your method!
can you also test your method by adding it to test_estimators.py.
Additionally, you can also think of adding NLL as a testcase in the above file. Can also add it for benchmarking in benchmark.py, you might have to be careful with the arguments that you pass/use, for eg. active set is not calculated in benchmark.py, I would suggest calculating it inside the NLL function by calling _get_active().

anujanegi
anujanegi reviewed Jul 5, 2022
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bsi_zoo/metrics.py Outdated Show resolved Hide resolved
PBrblt and others added 2 commits July 5, 2022 12:29
@PBrblt
include em and nll to benchmark
affed29 
First attempt at including the new method/metric to the benchmark
@anujanegi
Merge branch 'master' into em_estimator
5c909b5
@anujanegi anujanegi marked this pull request as ready for review July 6, 2022 08:23
anujanegi and others added 2 commits July 6, 2022 10:24
@anujanegi
Merge branch 'master' into em_estimator
0e5b13f
@PBrblt
correcting the update
8291250 
In addition improved some part of the code.
@anujanegi anujanegi requested a review from agramfort July 11, 2022 12:51
agramfort
agramfort reviewed Jul 11, 2022
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@PBrblt @anujanegi can you make the CIs green before considering a merge ? 🙏

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anujanegi commented Jul 18, 2022 •
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@PBrblt I updated the test cases to take less time to run.
Can you check you method, all tests fail. The estimates returned are filled with Nan values.

anujanegi
anujanegi reviewed Jul 22, 2022
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bsi_zoo/tests/test_estimators.py
@@ -28,6 +29,7 @@
(iterative_L1_typeII, 0.1, 1e-1, 5e-1, "full"),
(iterative_L2_typeII, 0.1, 1e-1, 1e-1, "full"),
(gamma_map, 0.2, 1e-1, 5e-1, "full"),
(lemur, 0.2, 1e-1, 5e-1, "diag"),
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rtol and atol values are chosen by you @PBrblt

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@PBrblt @anujanegi @agramfort