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Bug Report **Fortuna version: ** 0.1.45 Current behavior: - On Ubuntu 22.04, after creating a new Conda environment with Python 3.11, and installation with pip install aws-fortuna (first install): ...
bug
  • charlesll
  • 8
  • Opened 
    on Jun 10, 2024
  • #194

Feature Request Describe the Feature Request Looking at the documentation it seems like Fortuna implements Inductive Confomal Prediction. I couldn t understand if you are using a mondrian approac or not, ...
enhancement
  • mcapuccini
  • 2
  • Opened 
    on Dec 11, 2023
  • #168

Bug Report Fortuna version: v0.1.42 !-- Please specify commit or tag version. -- Current behavior: When I run the MNIST classification tutorial, I run into a broadcasting error. I think the issue occurs ...
bug
  • yucenli
  • 6
  • Opened 
    on Dec 4, 2023
  • #165

Bug Report Fortuna version: 0.1.21 I am trying to train a MAP posterior approximator first, then continue training with Laplace starting from the MAP checkpoint: # // Only differ by posterior_approximator ...
bug
  • PaulScemama
  • 2
  • Opened 
    on Jul 31, 2023
  • #113

Bug Report Fortuna version: Latest prob_model.load_state( ../swag_checkpoints/2023-07-25 14:59:40.237855/checkpoint_18600/checkpoint ) state = prob_model.posterior.state.get() # SWAGState(step=array(18600, ...
bug
  • PaulScemama
  • 24
  • Opened 
    on Jul 25, 2023
  • #103

Bug Report Hi! I ve trained a prob_model and created checkpoints. I then run prob_model.load_state and attempt to produce predictions on the test set. However, I m getting the following error: ... ...
bug
  • PaulScemama
  • 5
  • Opened 
    on Jul 18, 2023
  • #101

Bug Report Fortuna version: 0.1.17 !-- Please specify commit or tag version. -- Current behavior: When bringing own model class, and then trying to run prob_model.train(), it leads to the following ...
bug
  • PaulScemama
  • 2
  • Opened 
    on Jul 17, 2023
  • #98

Hi, Sorry to ask so many questions! And thanks again for creating such a great library. I d like to log the loss / accuracy and other metrics during training...for example with Tensorboard or Weights ...
enhancement
  • PaulScemama
  • 4
  • Opened 
    on Jun 28, 2023
  • #94

This may be already possible but I can t seem to figure out how to do it. Is there a way to use the FitConfig components to keep track of the best state_dict of a model according to validation accuracy ...
enhancement
  • PaulScemama
  • 5
  • Opened 
    on Jun 28, 2023
  • #93

Hi, I ve run into an annoying bug when trying to run the model. Basically the following line of code assumes that input_shape is a tuple, but get_input_shape, which is used in ProbClassifier._check_output_dim ...
  • dpsimpson
  • 6
  • Opened 
    on Jun 27, 2023
  • #92
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