tag:github.com,2008:https://github.com/TorchEnsemble-Community/Ensemble-Pytorch/releases 2024-04-10T12:32:46Z tag:github.com,2008:Repository/207798725/v0.2.0 2024-04-22T01:27:46Z <ul> <li>Official support for Python 3.9 / 3.10 | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Malephilosopher/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Malephilosopher">@Malephilosopher</a></li> <li>Minor bug fix | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xuyxu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xuyxu">@xuyxu</a></li> </ul> xuyxu tag:github.com,2008:Repository/207798725/v0.1.9 2022-08-21T06:26:37Z <ul> <li>Add <code>NeuralForestClassifier</code> and <code>NeuralForestRegressor</code> | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xuyxu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xuyxu">@xuyxu</a></li> <li>Fix the sampling issue in BaggingClassifier<code>and</code>BaggingRegressor` | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/SunHaozhe/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/SunHaozhe">@SunHaozhe</a> and <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/FedericoV/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/FedericoV">@FedericoV</a></li> <li>Relax check on input dataloader | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xuyxu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xuyxu">@xuyxu</a></li> </ul> xuyxu tag:github.com,2008:Repository/207798725/v0.1.7 2021-12-03T13:09:18Z <ul> <li>Support arbitary arbitrary training criteria for all models except gradient boosting</li> <li>Minor bug fix</li> </ul> xuyxu tag:github.com,2008:Repository/207798725/v0.1.6 2021-08-25T14:49:32Z <ul> <li>Fix missing functionality of param <code>save_model</code> for soft gradient boosting | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xuyxu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xuyxu">@xuyxu</a></li> <li>Add <code>SoftGradientBoostingClassifier</code> and <code>SoftGradientBoostingRegressor</code> | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xuyxu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xuyxu">@xuyxu</a></li> </ul> xuyxu tag:github.com,2008:Repository/207798725/v0.1.5 2021-06-09T00:55:36Z <ul> <li>Supoort using dataloader with multiple input</li> <li>Large number of doc improvements</li> </ul> xuyxu tag:github.com,2008:Repository/207798725/v0.1.4 2021-05-18T11:20:31Z <ul> <li>Add <code>SoftGradientBoostingClassifier</code> and <code>SoftGradientBoostingRegressor</code> | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xuyxu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xuyxu">@xuyxu</a></li> <li>Lots of doc improvements | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xuyxu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xuyxu">@xuyxu</a></li> </ul> xuyxu tag:github.com,2008:Repository/207798725/v0.1.3 2021-04-26T12:39:28Z <ul> <li>Fix missing functionality of <code>use_reduction_sum</code> for <code>fit</code> of Gradient Boosting | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xuyxu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xuyxu">@xuyxu</a></li> <li>Relax <code>tensorboard</code> as a soft dependency | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xuyxu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xuyxu">@xuyxu</a></li> <li>Simplify the training workflow of <code>FastGeometricClassifier</code> and <code>FastGeometricRegressor</code> | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xuyxu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xuyxu">@xuyxu</a></li> <li>Support TensorBoard logging in <code>set_logger</code> | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/zzzzwj/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/zzzzwj">@zzzzwj</a></li> <li>Add <code>use_reduction_sum</code> parameter for <code>fit</code> of Gradient Boosting | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xuyxu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xuyxu">@xuyxu</a></li> <li>Improve the functionality of <code>evaluate</code> and <code>predict</code> | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xuyxu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xuyxu">@xuyxu</a></li> </ul> xuyxu tag:github.com,2008:Repository/207798725/v0.1.2 2021-03-23T07:40:43Z <h2>Added</h2> <ul> <li>Add <code>FastGeometricClassifier</code> and <code>FastGeometricRegressor</code> | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xuyxu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xuyxu">@xuyxu</a></li> <li>Add flexible instantiation of optimizers and schedulers | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/cspsampedro/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/cspsampedro">@cspsampedro</a></li> <li>Add support on accepting instantiated base estimators as valid input | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xuyxu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xuyxu">@xuyxu</a></li> </ul> <h2>Fixed</h2> <ul> <li>Fix typos in Gradient Boosting | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/nolaurence/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/nolaurence">@nolaurence</a></li> </ul> xuyxu tag:github.com,2008:Repository/207798725/v0.1.1 2021-02-27T06:53:19Z <h2>Added</h2> <ul> <li>Add methods on model deserialization <code>load</code> for all ensembles | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/mttgdd/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/mttgdd">@mttgdd</a></li> </ul> <h2>Fixed</h2> <ul> <li>Fix missing base estimators when calling <code>load</code> for all ensembles | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xuyxu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xuyxu">@xuyxu</a></li> </ul> xuyxu tag:github.com,2008:Repository/207798725/v0.1.0 2021-02-07T04:27:40Z <h2>Added</h2> <ul> <li>Add <code>set_scheduler</code> for all ensembles | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xuyxu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xuyxu">@xuyxu</a></li> <li>Add <code>AdversarialTrainingClassifier</code> and <code>AdversarialTrainingRegressor</code> | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xuyxu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xuyxu">@xuyxu</a></li> <li>Add <code>SnapshotEnsembleClassifier</code> and <code>SnapshotEnsembleRegressor</code> | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xuyxu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xuyxu">@xuyxu</a></li> <li>Add model validation and serialization | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ozanpkr/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ozanpkr">@ozanpkr</a> and <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xuyxu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xuyxu">@xuyxu</a></li> <li>Add CI and maintenance tools | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xuyxu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xuyxu">@xuyxu</a></li> <li>Add the code coverage on codecov | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xuyxu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xuyxu">@xuyxu</a></li> <li>Add the version numbers to requirements.txt | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Zackhardtoname/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Zackhardtoname">@Zackhardtoname</a> and <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xuyxu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xuyxu">@xuyxu</a></li> <li>Improve the logging module using<code>logging</code> | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/zzzzwj/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/zzzzwj">@zzzzwj</a></li> </ul> <h2>Changed</h2> <ul> <li>Remove the input argument <code>output_dim</code> from all methods | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xuyxu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xuyxu">@xuyxu</a></li> <li>Refactor the setup on optimizer into <code>set_optimizer</code> | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xuyxu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xuyxu">@xuyxu</a></li> <li>Refactor the codes on operating tensors into an independent module | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/zzzzwj/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/zzzzwj">@zzzzwj</a></li> </ul> <h2>Fixed</h2> <ul> <li>Fix the bug in logging module when using multi-processing | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/zzzzwj/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/zzzzwj">@zzzzwj</a></li> <li>Fix the binding problem on scheduler and optimizer when using parallelization | <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Alex-Medium/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Alex-Medium">@Alex-Medium</a> and @xuyxi</li> </ul> xuyxu