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polsys
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ennemi
Easy Nearest Neighbor Estimation of Mutual Information
https://polsys.github.io/ennemi/
MIT License
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Allow completely missing data when drop_nan=True
#78
polsys
opened
4 years ago
1
Fix minor issues for 1.0
#77
polsys
closed
4 years ago
0
Reconsider the eps-(1e-12) tweak in algorithms
#76
polsys
opened
4 years ago
0
Add discrete-continuous case to tutorial
#75
polsys
closed
3 years ago
0
1.0.0 development cycle
#74
polsys
closed
3 years ago
0
Automatic selection of k
#73
polsys
opened
4 years ago
0
Test the package without pandas
#72
polsys
closed
4 years ago
0
Copy-edit the documentation
#71
polsys
closed
4 years ago
0
Add guide for MATLAB users
#70
polsys
closed
3 years ago
1
Add integration test for coupled Lorenz systems
#69
polsys
closed
4 years ago
0
Tweak the documentation layout a bit more
#68
polsys
closed
4 years ago
0
Add package build to CI script
#67
polsys
closed
4 years ago
0
Update documentation for beta1
#66
polsys
closed
4 years ago
1
Add integration tests for unbiasedness
#65
polsys
closed
4 years ago
0
Drop support for Python 3.6
#64
polsys
closed
3 years ago
0
Implement quality of life fixes
#63
polsys
closed
4 years ago
1
Implement data preprocessing
#62
polsys
closed
4 years ago
0
Consider lag for condition in pairwise_mi()
#61
polsys
opened
4 years ago
0
Implement discrete-continuous MI
#60
polsys
closed
4 years ago
0
Describe plan for future support
#59
polsys
closed
4 years ago
0
Add useful code snippets
#58
polsys
closed
4 years ago
0
Improve parallelism implementation
#57
polsys
closed
4 years ago
0
Replace naive grid by SciPy's N-dimensional tree
#56
polsys
closed
4 years ago
0
Add automatic data preprocessing
#54
polsys
closed
4 years ago
1
Go through TODO comments
#53
polsys
closed
4 years ago
0
Start 1.0.0beta1 development cycle
#52
polsys
closed
4 years ago
0
add license header per #47
#51
morrme
closed
4 years ago
2
Implement transfer entropy estimation
#50
polsys
opened
4 years ago
0
Test with Python 3.9
#49
polsys
closed
4 years ago
1
Incorporate NumPy/SciPy into type checking
#48
polsys
opened
4 years ago
3
Add license header to each source file
#47
polsys
closed
4 years ago
5
Implement entropy estimation
#46
polsys
closed
4 years ago
1
Parallelize the entropy estimation
#45
polsys
closed
4 years ago
1
Check if conditional entropy has estimation bias
#44
polsys
closed
4 years ago
0
Add API reference to documentation
#43
polsys
closed
4 years ago
2
Extend the test suite
#42
polsys
closed
4 years ago
0
Beta 1 development cycle
#41
polsys
closed
4 years ago
0
Track Numba 0.51
#40
polsys
closed
4 years ago
1
Implement initial support for Numba
#39
polsys
closed
4 years ago
2
Extend the documentation and error messages
#38
polsys
closed
4 years ago
0
Support two-dimensional masks
#37
polsys
opened
4 years ago
1
Implement pairwise MI estimation
#36
polsys
closed
4 years ago
0
Go through docstrings
#35
polsys
closed
3 years ago
1
Start the 1.0.0alpha2 development cycle
#34
polsys
closed
4 years ago
0
Implement the algorithm in a compiled language
#33
polsys
closed
4 years ago
1
Support the discrete-continuous case
#32
polsys
closed
4 years ago
0
Support multivariate mutual information
#31
polsys
opened
4 years ago
0
Support separate lags for each conditioning variable
#30
polsys
closed
4 years ago
0
Add a method for progress visualization
#29
polsys
closed
4 years ago
1
Add a case study to documentation
#28
polsys
closed
4 years ago
0
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