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23 | 23 | This version includes two major contributions from our Google Summer of Code 2017 students:
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24 | 24 |
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25 | 25 | * Maxim Kochurov extended and refactored the variational inference module. This primarily adds two important classes, representing operator variational inference (`OPVI`) objects and `Approximation` objects. These make it easier to extend existing `variational` classes, and to derive inference from `variational` optimizations, respectively. The `variational` module now also includes normalizing flows (`NFVI`).
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26 |
| -* Bill Engels added an extensive new Gaussian processes (`gp`) module. Standard GPs can be specified using either `Latent` or `Marginal` classes, depending on the nature of the underlying function. A Student-T process `TP` has been added. In order to accomodate larger datasets, approximate marginal Gaussian processes (`MarginalSparse`) have been added. |
| 26 | +* Bill Engels added an extensive new Gaussian processes (`gp`) module. Standard GPs can be specified using either `Latent` or `Marginal` classes, depending on the nature of the underlying function. A Student-T process `TP` has been added. In order to accomodate larger datasets, approximate marginal Gaussian processes (`MarginalSparse`) have been added. |
27 | 27 |
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28 | 28 | Documentation has been improved as the result of the project's monthly "docathons".
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29 | 29 |
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@@ -75,6 +75,44 @@ Slice sampler fixed to sample from 1D conditionals.
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75 | 75 |
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76 | 76 | Several docstring fixes.
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77 | 77 |
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| 78 | +### Contributors |
| 79 | + |
| 80 | +The following people contributed to this release (ordered by number of commits): |
| 81 | + |
| 82 | +Maxim Kochurov < [email protected]> |
| 83 | + |
| 84 | +Chris Fonnesbeck < [email protected]> |
| 85 | + |
| 86 | +Adrian Seyboldt < [email protected]> |
| 87 | +AustinRochford <[email protected]> |
| 88 | +Osvaldo Martin <[email protected]> |
| 89 | + |
| 90 | +Adrian Seyboldt <[email protected]> |
| 91 | +Hannes Vasyura-Bathke < [email protected]> |
| 92 | + |
| 93 | +michaelosthege <[email protected]> |
| 94 | +Marco De Nadai <[email protected]> |
| 95 | + |
| 96 | +Kyle Beauchamp <[email protected]> |
| 97 | + |
| 98 | + |
| 99 | + |
| 100 | +Hennadii Madan <[email protected]> |
| 101 | + |
| 102 | + |
| 103 | +Saurav R. Tuladhar <[email protected]> |
| 104 | +Shashank Shekhar < [email protected]> |
| 105 | + |
| 106 | + |
| 107 | + |
| 108 | + |
| 109 | + |
| 110 | +Benjamin Yetton <[email protected]> |
| 111 | + |
| 112 | + |
| 113 | +Andrés Asensio Ramos <[email protected]> |
| 114 | + |
| 115 | + |
78 | 116 | ## PyMC3 3.1 (June 23, 2017)
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79 | 117 |
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80 | 118 | ### New features
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