adapt
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adapt-python
Awesome Domain Adaptation Python Toolbox
The use of ``tf.reduce_mean`` in train losses could lead to strange behavior. We should try to keep loss by sample and let tensorflow make the aggregation.
What are the models (are there any?) provided by adapt which use source data to predict target data but without any training data from the target?
What is the difference between adding `(Xt, yt)` data during model creation (`model = FA(LinearRegression(), Xt=..., yt=...)`) versus `model.fit(Xs=..., ys=..., Xt=..., yt=...)`? One observation is that during model creation, if...
Title: Installation Issues I'm encountering an error during installation and it's not proceeding. Do you have any insights on this? (myev) C:\Windows\System32>pip install adapt Collecting adapt Using cached adapt-0.4.4.tar.gz (100...
I am using tensorflow 2.13.0 and keras 2.13.1. I got this error? could you please advise what is the version of compitable TensorFlow ``` ModuleNotFoundError Traceback (most recent call last)...
url: [https://adapt-python.github.io/adapt/generated/adapt.instance_based.TwoStageTrAdaBoostR2.html](https://adapt-python.github.io/adapt/generated/adapt.instance_based.TwoStageTrAdaBoostR2.html) `TrAdaBoostR2 ` should be `TwoStageTrAdaBoostR2`. By the way how to make a pull request to fix this error?
I may be mistaken, but I believe there may be an error in the TrAdaBoost weight updating formula on line 386. ``` beta_t = estimator_error / (2. - estimator_error) ```...
Hi @antoinedemathelin , Thanks for the wonderful tool to experiment different methods. In my use case, I have multiple source domains (with labelled examples) and multiple target domains (unlabelled examples)....
