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Clusters can be found within a training dataset (transductive) then used to train a classifier, so as to extend the clustering model to new instances. See snippet at https://github.com/scikit-learn/sc…
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Hi, I know the GAT model can apply to node classification. And in your paper, the node classification is executed in transductive learning.
However, why your data is ind.cora.xxx? This data is used i…
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#### Description
Would there be interest in implementing a random forest based imputer in the vein of [missForest](https://cran.r-project.org/web/packages/missForest/missForest.pdf)? Someth…
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In https://arxiv.org/abs/1803.02999 you show results for 5-shot 5-way Reptile + Transduction. There is no such configuration in README though. Could you share hyperparameters used for transductive 5-s…
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I believe num_shots in the code explain number of examples for each class. In the train function the initialization is given as "num_shots = train_shots or num_shots".
Now for 1-shot 5-way example…
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I ran the 5-shot 5-way Mini-ImageNet experiment using the command in readme. But when it finished, I got this.
![default](https://user-images.githubusercontent.com/8469281/38179654-5dae196c-3658-…
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When i run the below command,
python -u run_omniglot.py --shots 1 --inner-batch 25 --inner-iters 3 --meta-step 1 --meta-batch 10 --meta-iters 100000 --eval-batch 25 --eval-iters 5 --learning-rate 0…
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This discussion bring some insights about adding a multivariate imputer in scikit-learn. Because of release time constraint, the development was moved into a specific branch (FIXME: give a specific na…
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The Machine learning challenge task-type is pretty unclear to me. How is that different from supervised learning? Or are the test instances given during training? Then this should be called [transduct…
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Is it possible to integrate a "predict" function, which allows for the prediction of labels on new data? Currently, to do this task I'm using a nearest neighbor search but that's particularly ineffici…