Commits · master · forstmann / exp-ml-1-forstmann · GitLab

Sep 21, 2024
- fix some typos · 03aa9eca
  jakob-forstmann authored Sep 21, 2024
  
  03aa9eca
Feb 23, 2024
- add missing mlp_parameter csv file · d8c0bb13
  jakob-forstmann authored Feb 24, 2024
  
  d8c0bb13
- Merge branch 'master' of gitlab.cl.uni-heidelberg.de:forstmann/exp-ml-1-forstmann · 8e4053be
  jakob-forstmann authored Feb 24, 2024
  
  8e4053be
- add missing plots · c8cc2f99
  jakob-forstmann authored Feb 24, 2024
  
  c8cc2f99
- fix broken link in table of contents · 4c232e83
  forstmann authored Feb 23, 2024
  
  4c232e83
- fix typos again · 1389f23d
  jakob-forstmann authored Feb 23, 2024
  
  1389f23d
- add conclusion · 36171d16
  jakob-forstmann authored Feb 23, 2024
  
  36171d16
- fix more typos · 4bf5e56b
  jakob-forstmann authored Feb 23, 2024
  
  4bf5e56b
- report results for RNN trained on 10 epochs · 5f0c332e
  jakob-forstmann authored Feb 23, 2024
  
  5f0c332e
- fix broken links · 948893ff
  jakob-forstmann authored Feb 23, 2024
  
  948893ff
- update necessary dependencies · f64c6fef
  jakob-forstmann authored Feb 23, 2024
  
  f64c6fef
- explain Song recommendation · 81946f1b
  jakob-forstmann authored Feb 23, 2024
  
  81946f1b
- add the RNN training code altough the results are still computed · 89603cf1
  jakob-forstmann authored Feb 23, 2024
  
  89603cf1
- use Spotify API to get recommended songs · 5ac1829b
  jakob-forstmann authored Feb 23, 2024
  
  5ac1829b
- add more sections to README · 1369a3cb
  jakob-forstmann authored Feb 23, 2024
  
  1369a3cb
- report the results for the optimized MLP · b461a026
  jakob-forstmann authored Feb 23, 2024
  
  b461a026
- add comments in code whenever necessary · d531f393
  jakob-forstmann authored Feb 23, 2024
  
  d531f393
Feb 22, 2024
- add sections Dataset,Motivation,Requirements,Baselines and DT · c69e0086
  jakob-forstmann authored Feb 22, 2024
  
  c69e0086
Feb 20, 2024
- improve overall README · 23298c58
  jakob-forstmann authored Feb 20, 2024
  
  23298c58
- fix some minor issues such as spelling erros and unused files · e21d4e10
  jakob-forstmann authored Feb 20, 2024
  
  e21d4e10
- include the feedback for task 2 · 8238a94c
  jakob-forstmann authored Feb 20, 2024
  
  8238a94c
- add a default value for the --model argument · 87ebd2ac
  jakob-forstmann authored Feb 20, 2024
  
  87ebd2ac
Feb 19, 2024
- reorganize the repo structure · ca0c6ec1
  jakob-forstmann authored Feb 19, 2024
  
  ca0c6ec1
- add all experiments results · 0aae6634
  jakob-forstmann authored Feb 19, 2024
  
  0aae6634
- test different MLP hyperparameters · 93fcf5e3
  jakob-forstmann authored Feb 19, 2024
  
  93fcf5e3
Feb 18, 2024
- plot the residuals vs.true values · 606ad51a
  jakob-forstmann authored Feb 18, 2024
  
  606ad51a
- fix a warning occured during reading the csv files · 224f8718
  jakob-forstmann authored Feb 18, 2024
  
  224f8718
- display the corresponding std in the plots · 279e9f2b
  jakob-forstmann authored Feb 18, 2024
  
  279e9f2b
Feb 17, 2024
- plot the predicted vs. true valence for the different models · d30934c7
  jakob-forstmann authored Feb 17, 2024
  
  d30934c7
- plot decision boundary for DT and RDF · 90a33e91
  jakob-forstmann authored Feb 17, 2024
  
  90a33e91
- calculate different dataset percentages · 7a11b0b6
  jakob-forstmann authored Feb 17, 2024
  
  7a11b0b6
- calculate the feature importance for DT and RDF · d57e78ea
  jakob-forstmann authored Feb 17, 2024
  
  d57e78ea
- report results for different feature combinations and models · fa0079e1
  jakob-forstmann authored Feb 16, 2024
  
  fa0079e1
Feb 16, 2024
- add new plots for linear regression and RDF · e41b6aef
  jakob-forstmann authored Feb 16, 2024
  
  e41b6aef
- refactor the plotting code · 326ded04
  jakob-forstmann authored Feb 16, 2024
  
  326ded04
Feb 15, 2024
- use track name instead of name of the album · 0221984b
  jakob-forstmann authored Feb 15, 2024
  
  0221984b
Jan 26, 2024
- use column key instead of loudness b.c. the scale for loudness values is inconsistent · 284eb3f3
  jakob-forstmann authored Jan 26, 2024
  
  284eb3f3
- also include the MEA for the tested different hyperparameters · 3e6685df
  jakob-forstmann authored Jan 26, 2024
  
  3e6685df
Jan 25, 2024
- implement a linear regressor and a lasso regressor · 8d9b5eec
  jakob-forstmann authored Jan 25, 2024
  
  8d9b5eec
- move the evaluation code to a seperate file · f3e0b7c8
  jakob-forstmann authored Jan 25, 2024
  
  f3e0b7c8