Ecosyste.ms: Issues

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GitHub / fgrcl/ml-bp-estimation issues and pull requests

#117 - Add setup for learning curve analysis

Pull Request - State: closed - Opened by FGRCL about 1 year ago

#116 - Chen v2

Pull Request - State: closed - Opened by FGRCL about 1 year ago

#115 - remove fork wandb process

Pull Request - State: closed - Opened by FGRCL about 1 year ago

#114 - Update requirements version and fix tests

Pull Request - State: closed - Opened by FGRCL about 1 year ago

#113 - Prepare sweeps

Pull Request - State: closed - Opened by FGRCL about 1 year ago

#112 - Literature models

Pull Request - State: closed - Opened by FGRCL about 1 year ago

#111 - enable Time tazarv to work witha single time step output

Pull Request - State: closed - Opened by FGRCL about 1 year ago

#110 - add shuffling to all preprocessing pipelines and add some performance…

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#109 - create a callback to restore the weights which the model performs the…

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#108 - Transformer

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#107 - Implement transformer model

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#106 - Beatsequence multistep

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#105 - fix a bug that filtered out all inputs when using the ppg signal

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#104 - reorganize the unit and integration tests to the same folder

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#103 - remove transformerencoder_seq.yaml

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#102 - set the best hyperparameters for the rnnmlp and transformerencoder

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#101 - sample the worst performing samples

Issue - State: closed - Opened by FGRCL over 1 year ago

#100 - Plot the distribution of errors per batches

Issue - State: closed - Opened by FGRCL over 1 year ago

#99 - Add integration tests

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#98 - Hyperparameter optimization

Issue - State: closed - Opened by FGRCL over 1 year ago

#97 - Regression undersampling

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#95 - Add the spectro temporal block to the slapnicar model

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#94 - Integration tests

Issue - State: closed - Opened by FGRCL over 1 year ago

#92 - Compare the RNN and MLP model

Issue - State: open - Opened by FGRCL over 1 year ago

#90 - Optimization Hyperparameters

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#89 - Debug thresholded metric returning nan when receiving empty arrays

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#87 - add an option to use a simpleRNN for the rnnmlp model

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#86 - Simplify the dataset configuration

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#85 - Etl configs

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#84 - add a regular rnn option to the RNN-MLP model

Issue - State: closed - Opened by FGRCL over 1 year ago

#79 - rename the baseline model to Tazarv

Issue - State: closed - Opened by FGRCL over 1 year ago

#78 - Rename the SavedDatasetLoader

Issue - State: closed - Opened by FGRCL over 1 year ago

#77 - Update some dataset configs

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#76 - Fix: Change the dataset targets in the configs

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#75 - Reorganize scripts in the data package

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#74 - Fix some bugs with the metrics calculations and add some unit tests

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#74 - Fix some bugs with the metrics calculations and add some unit tests

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#73 - debug total mean absolute error

Issue - State: closed - Opened by FGRCL over 1 year ago

#72 - add and RNN MLP model

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#71 - set the best optimization hyperparameters as defaults

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#70 - Fix unittests and create a workflow to run them on pushes

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#69 - Use PPG

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#68 - Enable using the PPG signals from the datasets

Issue - State: closed - Opened by FGRCL over 1 year ago

#67 - set the optimal parameters for the resnet model as defaults in the configs

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#66 - Find the best optimization parameters

Issue - State: closed - Opened by FGRCL over 1 year ago

#65 - Add slurm array job ids to the config

Issue - State: closed - Opened by FGRCL over 1 year ago

#64 - add the slurm job and task array IDs for log tracking

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#63 - Total loss

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#62 - Add a total absolute error metric

Issue - State: closed - Opened by FGRCL over 1 year ago

#61 - Add an option to run evaluation metricso on the test set

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#60 - add an evaluation script for trained models on the test set

Issue - State: closed - Opened by FGRCL over 1 year ago

#59 - enable 2d convolutions on the ResNet model and change the preprocessi…

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#58 - Heartbeat sequence

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#57 - change the transformer encoder model config to use the optimal parame…

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#56 - add the optimal mlp parameters to the config

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#55 - Resnet sweep

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#54 - Fix wandb cache dir and output logs

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#53 - Fix wandb cache dir not working for sweeps

Issue - State: closed - Opened by FGRCL over 1 year ago

#52 - Arrange the signals into a 2d matrix of timesteps

Issue - State: closed - Opened by FGRCL over 1 year ago

#51 - decrease the training time

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#50 - Refactor the data package

Issue - State: closed - Opened by FGRCL over 1 year ago

#49 - Compute canada sweeps

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#48 - Transformer encoder

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#47 - Research an appropriate Transformer Model

Issue - State: closed - Opened by FGRCL over 1 year ago

#46 - Implement a transfromer encoder to do regular regression

Issue - State: closed - Opened by FGRCL over 1 year ago

#45 - Save only the best performing model to save space

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#44 - Clean Wandb artifacts and only keep the best ones

Issue - State: closed - Opened by FGRCL over 1 year ago

#43 - Run sweeps on compute canada

Issue - State: closed - Opened by FGRCL over 1 year ago

#42 - Local experiments

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#41 - Implement a simple MLP Model

Issue - State: closed - Opened by FGRCL over 1 year ago

#40 - Local experiments

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#39 - Model loading

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#38 - Slapnicar model

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#37 - Enable model loading

Issue - State: closed - Opened by FGRCL over 1 year ago

#36 - Reproduce Slapnicar Model

Issue - State: closed - Opened by FGRCL over 1 year ago

#35 - Mlp

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#34 - Shuffle split

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#33 - Sumsampling

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#32 - Change GPU script to match the regular train script

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#31 - Fix the training script to work with Hydra

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#30 - Early stopping

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#29 - Hydra config wandb logging

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#28 - Fix Wandb Online runs

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#27 - Record the SBP and DBP metrics separately

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#26 - Hyperparameter config

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#25 - Heartbeat preprocessing

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#24 - Hydra

Pull Request - State: closed - Opened by FGRCL over 1 year ago

#23 - Add the UCI dataset

Pull Request - State: closed - Opened by FGRCL almost 2 years ago

#22 - remove direct keras imports to the tensorflow version

Pull Request - State: closed - Opened by FGRCL almost 2 years ago

#20 - Add a deeper resnet-like model

Pull Request - State: closed - Opened by FGRCL almost 2 years ago