PinnedRiccardo SayninKirey GroupAutoEmbedder — Training embedding layers on unsupervised tasksHow AutoEncoders can be used to train unsupervised entity embeddings5 min read·Jan 27, 2021--2--2
Riccardo SayninKirey GroupSelf-Organizing Maps with fast.ai — Step 5: Interpretation on a trained Self-Organizing MapThis is the fifth and final part of the Self-Organizing Maps with fast.ai article series.4 min read·Jan 19, 2021----
Riccardo SayninKirey GroupSelf-Organizing Maps with fast.ai — Step 4: Handling unsupervised data with Fast.ai DataBunchThis is the fourth part of the Self-Organizing Maps with fast.ai article series.4 min read·Aug 5, 2020----
Riccardo SayninKirey GroupSelf-Organizing Maps with fast.ai — Step 3: Updating SOM hyperparameters with Fast.ai CallbacksThis is the third part of the Self-Organizing Maps with fast.ai article series.5 min read·Jul 31, 2020----
Riccardo SayninKirey GroupSelf-Organizing Maps with Fast.ai — Step 2: Training the SOM Module with a Fast.ai LearnerThis is the second part of the Self-Organizing Maps with fast.ai article series.3 min read·Jul 22, 2020----
Riccardo SayninKirey GroupSelf-Organizing Maps with Fast.ai — Step 1: Implementing a SOM with PyTorchThis is the first part of the Self-Organizing Maps with fast.ai article series.4 min read·Jul 15, 2020----
Riccardo SayninKirey GroupSelf-Organizing Maps with fast.aiImplementing unsupervised models with fast.ai2 min read·Jul 8, 2020----