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Author SHA1 Message Date
gorky1234
f464f6166a corection bug figsize 2024-06-26 21:31:01 +02:00
Clément FRÉVILLE
3038bd9841 Merge pull request 'Use cluster strategies and support PCA' (#15) from clustering-strategy into main 
Reviewed-on: https://codefirst.iut.uca.fr/git/clement.freville2/miner/pulls/15
 2024-06-26 21:02:21 +02:00
clfreville2
7cb0d55969 Allow using PCA to reduce dataset dimensions 2024-06-26 20:45:55 +02:00
clfreville2
01ef19a2f8 Merge files using strategies 2024-06-26 13:16:17 +02:00
Bastien OLLIER
86bd285193 Merge pull request 'stat_prediction' (#14) from stat_prediction into main 
Reviewed-on: https://codefirst.iut.uca.fr/git/clement.freville2/miner/pulls/14
 2024-06-26 11:12:17 +02:00
bastien ollier
9bc9e21e45 add r2 score 2024-06-26 11:05:04 +02:00
bastien ollier
da1e97f07f add r2 score 2024-06-26 10:59:25 +02:00
bastien ollier
27e69b2af8 add confusion_matrix 2024-06-26 10:45:50 +02:00
bastien
4054395641 update 2024-06-25 19:54:35 +02:00
bastien
01168f3588 add visu to prediction regression 2024-06-25 18:06:30 +02:00
Bastien OLLIER
9da6e2d594 Add cluster stats (#13) 
Co-authored-by: bastien ollier <bastien.ollier@etu.uca.fr>
Reviewed-on: https://codefirst.iut.uca.fr/git/clement.freville2/miner/pulls/13
Reviewed-by: Hugo PRADIER <hugo.pradier2@etu.uca.fr>
Reviewed-by: Clément FRÉVILLE <clement.freville2@etu.uca.fr>
Co-authored-by: Bastien OLLIER <bastien.ollier@noreply.codefirst.iut.uca.fr>
Co-committed-by: Bastien OLLIER <bastien.ollier@noreply.codefirst.iut.uca.fr>
 2024-06-25 08:37:38 +02:00
clfreville2
4d82767c68 Add SkLearn to requirements.txt 2024-06-21 16:59:51 +02:00
Bastien OLLIER
9cb0d90eb1 Add CI/CD (#9) 
Co-authored-by: clfreville2 <clement.freville2@etu.uca.fr>
Co-authored-by: bastien ollier <bastien.ollier@etu.uca.fr>
Reviewed-on: https://codefirst.iut.uca.fr/git/clement.freville2/miner/pulls/9
Reviewed-by: Clément FRÉVILLE <clement.freville2@etu.uca.fr>
Co-authored-by: Bastien OLLIER <bastien.ollier@noreply.codefirst.iut.uca.fr>
Co-committed-by: Bastien OLLIER <bastien.ollier@noreply.codefirst.iut.uca.fr>
 2024-06-21 16:53:00 +02:00
Bastien OLLIER
3eac3f6b8d Merge pull request 'Support multiple column delimiters' (#10) from csv-delimiters into main 
Reviewed-on: https://codefirst.iut.uca.fr/git/clement.freville2/miner/pulls/10
 2024-06-21 16:49:01 +02:00
clfreville2
c87308cc21 Support multiple column delimiters 2024-06-21 16:46:35 +02:00
clfreville2
d4aeb87f75 Limit the number of neighbors based on the dataframe 2024-06-21 16:09:30 +02:00
Hugo PRADIER
3c5f6849f8 Merge pull request 'Support kNN as an imputation method' (#8) from knn into main 
Reviewed-on: https://codefirst.iut.uca.fr/git/clement.freville2/miner/pulls/8
 2024-06-21 15:51:46 +02:00
clfreville2
cd0c85ea44 Support kNN as an imputation method 2024-06-21 15:45:33 +02:00
Hugo PRADIER
96d390c749 Merge pull request 'Ajout de la prédiction avec deux algos (un de prédiction et un de classification)' (#7) from prediction into main 
Reviewed-on: https://codefirst.iut.uca.fr/git/clement.freville2/miner/pulls/7
Reviewed-by: Clément FRÉVILLE <clement.freville2@etu.uca.fr>
 2024-06-21 14:56:28 +02:00
hugo.pradier2
089cc66042 correctifs 2024-06-21 14:51:06 +02:00
hugo.pradier2
2d1c867bed ajout prediction classification 2024-06-21 14:46:04 +02:00
hugo.pradier2
a914c3f8f9 prediction de regression terminee 2024-06-21 14:46:04 +02:00
hugo.pradier2
70641ebca4 debut prediction 2024-06-21 14:45:44 +02:00
Bastien OLLIER
e5f05a2c8a Mise à jour de 'frontend/pages/clustering_kmeans.py' 2024-06-21 14:41:44 +02:00
Bastien OLLIER
972fde561f Mise à jour de 'frontend/pages/clustering_dbscan.py' 2024-06-21 14:41:28 +02:00
Bastien OLLIER
694ecd0eef Merge pull request 'Visualize clusters in 3d' (#6) from cluster3d into main 
Reviewed-on: https://codefirst.iut.uca.fr/git/clement.freville2/miner/pulls/6
Reviewed-by: Clément FRÉVILLE <clement.freville2@etu.uca.fr>
 2024-06-21 13:49:12 +02:00
Bastien OLLIER
e255c67972 Merge pull request 'Implement base missing values strategies' (#3) from feature/missing-values into main 
Reviewed-on: https://codefirst.iut.uca.fr/git/clement.freville2/miner/pulls/3
Reviewed-by: Bastien OLLIER <bastien.ollier@noreply.codefirst.iut.uca.fr>
 2024-06-21 13:41:42 +02:00
bastien ollier
e48c3bfa50 add 3d plot to bdscan 2024-06-21 13:38:27 +02:00
bastien ollier
52cb140746 add 3d to kmeans 2024-06-19 10:03:48 +02:00
clfreville2
6dcca29cbd Rename to original_data 2024-06-19 09:49:16 +02:00
Bastien OLLIER
c1f5e55a0b Merge pull request 'clustering' (#5) from clustering into main 
Reviewed-on: https://codefirst.iut.uca.fr/git/clement.freville2/miner/pulls/5
Reviewed-by: Clément FRÉVILLE <clement.freville2@etu.uca.fr>
 2024-06-19 09:38:28 +02:00
bastien ollier
34f70b4d79 delete np 2024-06-19 09:34:52 +02:00
bastien ollier
64cf65a417 max nb cluster to nb line 2024-06-19 09:28:25 +02:00
bastien ollier
d4e33e7367 dbscan 2024-06-19 09:20:59 +02:00
bastien ollier
72dcc8ff1c add dbscan 2024-06-19 09:17:12 +02:00
bastien ollier
9fc6d7d2d1 add dbscan 2024-06-19 09:16:10 +02:00
clfreville2
a325603fd9 Add scaling strategies 2024-06-19 09:04:39 +02:00
bastien ollier
197939555c debut dbscan 2024-06-19 08:45:34 +02:00
clfreville2
5f960df838 Support Pandas linear regression 2024-06-07 11:58:52 +02:00
bastien ollier
5bf5f507a5 end clustering 2024-06-07 11:56:38 +02:00
bastien ollier
4ae8512dcb add form 2024-06-07 11:29:18 +02:00
clfreville2
63bce82b3b Implement base MissingValues strategies 2024-06-07 11:00:21 +02:00
Bastien OLLIER
ba1aef5727 Add navigation (#2) 
Co-authored-by: bastien ollier <bastien.ollier@etu.uca.fr>
Co-authored-by: clfreville2 <clement.freville2@etu.uca.fr>
Reviewed-on: https://codefirst.iut.uca.fr/git/clement.freville2/miner/pulls/2
Reviewed-by: Clément FRÉVILLE <clement.freville2@etu.uca.fr>
Co-authored-by: Bastien OLLIER <bastien.ollier@noreply.codefirst.iut.uca.fr>
Co-committed-by: Bastien OLLIER <bastien.ollier@noreply.codefirst.iut.uca.fr>
 2024-06-07 10:25:37 +02:00
Bastien OLLIER
440265faaa Merge pull request 'Ajout de la partie visualisation' (#1) from visualisation into main 
Reviewed-on: https://codefirst.iut.uca.fr/git/clement.freville2/miner/pulls/1
 2024-06-05 09:33:06 +02:00
bastien ollier
bf0c38b0d9 update visualisation 2024-06-05 09:12:01 +02:00
Hugo PRADIER
1fd219d438 utilisation de is_numeric_dtype au lieu de verifier par type 2024-06-05 09:10:14 +02:00
Hugo PRADIER
aa7b935de5 verif colonnes numeriques pour boite moustache 2024-06-05 09:05:40 +02:00
Hugo PRADIER
d726f86c06 exploration initiale + debut visualisation 2024-06-05 08:48:51 +02:00
bastien ollier
5a664243fd initial commit 2024-06-05 08:28:30 +02:00