Xai by rvandewater · Pull Request #123 · rvandewater/YAIB

Commits on Jun 13, 2023

had to comment out pytorch-cuda otherwise getting version error environment.yml
youssef mecky
committed
added how to enviroment variable PYTORCH_ENABLE_MPS_FALLBACK=1
youssef mecky
committed
type casted float64 to float32 to make it work with MPS
youssef mecky
committed

Commits on Jun 20, 2023

added components of tft
youssef mecky
committed
added tft
youssef mecky
committed

Commits on Jun 22, 2023

setting variables for tft and tuning

youssef mecky
authored and
youssef mecky
committed
modifications to fit in the tft and comments

youssef mecky
authored and
youssef mecky
committed
cleaned gin file

youssef mecky
authored and
youssef mecky
committed
changed output to logits to match num of classes

youssef mecky
authored and
youssef mecky
committed
added jit import

youssef mecky
authored and
youssef mecky
committed
added quantile loss

youssef mecky
authored and
youssef mecky
committed
added new loader to work with tft but still needs work

youssef mecky
authored and
youssef mecky
committed

Commits on Jun 27, 2023

added dataloader for tft with correct order
youssef mecky
committed
tft
youssef mecky
committed
added quantile loss
youssef mecky
committed
added gin configurable for quantile loss
youssef mecky
committed
remove gin config for quantile loss
youssef mecky
committed
added quantile loss
youssef mecky
committed
removed quantile loss
youssef mecky
committed
Update ci.yml
youssefmecky96
authored
Update ci.yml
youssefmecky96
authored
fixing bugs to get tft to work
youssef mecky
committed
Merge branch 'XAI' of https://github.com/rvandewater/YAIB into XAI
youssef mecky
committed
fixing bugs to run tft for classification
youssef mecky
committed
fixing bugs to run tft for classification
youssef mecky
committed
fixing bugs to run tft
youssef mecky
committed

Commits on Jun 29, 2023

fixed return shape of data
youssef mecky
committed
fixed return shape of data
youssef mecky
committed

Commits on Jul 4, 2023

bug fixes and checks

youssef mecky
authored and
youssef mecky
committed
fixed concat to be along the correct axis

youssef mecky
authored and
youssef mecky
committed
regression is working now with quantile loss

youssef mecky
authored and
youssef mecky
committed
changed gin file

youssef mecky
authored and
youssef mecky
committed

Commits on Jul 11, 2023

fixing bugs to get tftpytorch to work

youssef mecky
authored and
youssef mecky
committed
new gin files

youssef mecky
authored and
youssef mecky
committed
created own set_weights for tft pytorch

youssef mecky
authored and
youssef mecky
committed
overrode get_features_names for tftpytorch dataloader

youssef mecky
authored and
youssef mecky
committed

Commits on Jul 18, 2023

fixed datatypes for old tft and working on new tft
youssef mecky
committed

Commits on Aug 1, 2023

fixed datatypes for old tft and working on new tft

youssef mecky
authored and
youssef mecky
committed
Merge branch 'XAI' of https://github.com/rvandewater/YAIB into XAI

youssef mecky
authored and
youssef mecky
committed
Merge branch 'XAI' of https://github.com/rvandewater/YAIB into XAI

youssef mecky
authored and
youssef mecky
committed
latest changes

youssef mecky
authored and
youssef mecky
committed
Merge branch 'XAI' of https://github.com/rvandewater/YAIB into XAI

youssef mecky
authored and
youssef mecky
committed

Commits on Aug 8, 2023

latest
youssef.mecky
committed

Commits on Sep 25, 2023

Commits on Sep 26, 2023

Commits on Sep 27, 2023

changed forward method for tft to allow captum explantations
youssefmecky96
committed

Commits on Sep 29, 2023

cleaned files up
youssef.mecky
committed

Commits on Oct 2, 2023

Commits on Oct 3, 2023

Commits on Oct 5, 2023

removed grad clipping
youssef.mecky
committed

Commits on Oct 9, 2023

small edits
youssef.mecky
committed
changed 0/1 to categorical vars
youssef.mecky
committed
changed input of rnn
youssef.mecky
committed

Commits on Oct 10, 2023

latest changes
youssefmecky96
committed

Commits on Oct 11, 2023

Commits on Oct 17, 2023

quantus looks like it is working
youssef.mecky
committed

Commits on Oct 24, 2023

added deeparmodel
youssefmecky96
committed
deepar fixes
youssefmecky96
committed

Commits on Oct 25, 2023

minor changes
youssefmecky96
committed
added XAI metric flag
youssefmecky96
committed
added XAI metric part
youssefmecky96
committed
changes for quantus
youssefmecky96
committed

Commits on Oct 31, 2023

added faithfulness correlation manuelly
youssefmecky96
committed
fixed a few bugs to get the faithfulness correlation to work
youssefmecky96
committed
added pytorch forecasting wrapper to make it easier
youssefmecky96
committed
added pytorch forecasting wrapper to make it easier
youssefmecky96
committed
added data randomization test and fixed few issues with wrapper
youssefmecky96
committed
removed check for pytorch forecasting from DLwrapper
youssefmecky96
committed
similiary function from captum
youssefmecky96
committed
used similarty functions already defined
youssefmecky96
committed

Commits on Nov 2, 2023

latest changes
youssefmecky96
committed
changed attribution to take into account all timesteps
youssefmecky96
committed
added attention method for randomization
youssefmecky96
committed

Commits on Nov 7, 2023

added baseline for faithfulness attribution
youssefmecky96
committed
added option to load model trained with random labels
youssefmecky96
committed
added shapley explantations
youssefmecky96
committed

Commits on Nov 8, 2023

latest changes
youssefmecky96
committed

Commits on Nov 11, 2023

latest
youssefmecky96
committed

Commits on Nov 13, 2023

removed label from input for tft
youssefmecky96
committed

Commits on Nov 14, 2023

labels for los not shown to RNN and deepAR
youssefmecky96
committed

Commits on Nov 15, 2023

added shap, sailency explantations and logged values
youssefmecky96
committed

Commits on Nov 20, 2023

renamed dataloader , rescaled target, removed target scale, target center
youssefmecky96
committed
changed gin to match DL
youssefmecky96
committed
changes to accomadte for los attribution, code more reusable now
youssefmecky96
committed

Commits on Nov 21, 2023

changed to allow for timesteps and variable per timestep attribution
youssefmecky96
committed
latest changes
youssefmecky96
committed

Commits on Nov 24, 2023

latest
youssefmecky96
committed

Commits on Nov 28, 2023

cleaned and fixed aggreagtion along batch
youssefmecky96
committed

Commits on Nov 29, 2023

added data randomization test
youssefmecky96
committed
added mask for feature ablation
youssefmecky96
committed

Commits on Dec 4, 2023

plotting , added HP range , fixed distance range
youssefmecky96
committed
added stability metric
youssefmecky96
committed

Commits on Dec 5, 2023

attention ROS RIS
youssefmecky96
committed

Commits on Dec 13, 2023

added condition for ROS and RIS
youssefmecky96
committed
added condition for ROS and RIS for attention
youssefmecky96
committed

Commits on Dec 24, 2023

added flags to add explantation methods and metrics
youssefmecky96
committed

Commits on Dec 27, 2023

changes to allow easier run
youssefmecky96
committed
fixes
youssefmecky96
committed

Commits on Dec 28, 2023

:Revert "added condition for ROS and RIS for attention"
youssefmecky96
committed
reverted changes
youssefmecky96
committed
added choice of normalizer
youssefmecky96
committed
small fixes
youssefmecky96
committed

Commits on Mar 7, 2024

Commits on Mar 8, 2024

Commits on Apr 29, 2024

restored tft gin file
youssefmecky96
committed

Commits on May 13, 2024

changes to get tft to work with yaib dataloader
youssefmecky96
committed

Commits on May 15, 2024

infered datatypes from dict supplied through gin
youssefmecky96
committed

Commits on May 17, 2024

adjusted forward method in tft to handle input as model expects
youssefmecky96
committed

Commits on May 23, 2024

changes to get tft to work
youssefmecky96
committed
changed size check and sliced along the correct dimension
youssefmecky96
committed

Commits on Jun 3, 2024

added changes to get pytorch forecasting to wrok and gradient clipping
youssefmecky96
committed
config file for tft
youssefmecky96
committed

Commits

Commits on Jun 13, 2023

Commits on Jun 20, 2023

Commits on Jun 22, 2023

Commits on Jun 27, 2023

Commits on Jun 29, 2023

Commits on Jul 4, 2023

Commits on Jul 11, 2023

Commits on Jul 18, 2023

Commits on Aug 1, 2023

Commits on Aug 8, 2023

Commits on Aug 14, 2023

Commits on Sep 7, 2023

Commits on Sep 12, 2023

Commits on Sep 13, 2023

Commits on Sep 18, 2023

Commits on Sep 25, 2023

Commits on Sep 26, 2023

Commits on Sep 27, 2023

Commits on Sep 29, 2023

Commits on Oct 2, 2023

Commits on Oct 3, 2023

Commits on Oct 5, 2023

Commits on Oct 9, 2023

Commits on Oct 10, 2023

Commits on Oct 11, 2023

Commits on Oct 17, 2023

Commits on Oct 24, 2023

Commits on Oct 25, 2023

Commits on Oct 31, 2023

Commits on Nov 2, 2023

Commits on Nov 7, 2023

Commits on Nov 8, 2023