252 lines
18 KiB
Markdown
252 lines
18 KiB
Markdown
---
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excalidraw-plugin: parsed
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tags:
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- excalidraw
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excalidraw-open-md: true
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---
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up:: [[stage de L3]]
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#s/fac #s/informatique
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- semaine 1 :
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- sujet par M.Labroche et M.Marcel
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- prédiction du résultat de requêtes SQL (ordre de valeurs d'un attribut)
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- inégalités de concentration
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- production de code
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- création de la base de données depuis des CSV
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- connexion python $\longleftrightarrow$ base de données
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- récupération et traitement des données en python
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- filtrage et gestion des tables
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- gestion des ordres et des permutations
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- extraire plusieurs ordres d'une table
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- aggréger des permutations
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- distance $\tau$ de kendall (normalisé : $\frac{2 \tau}{n(n+1)}$)
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- aggrégation de kemeny-young (barycentre pour la distance $\tau$)
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- semaine 2 et 3:
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- réorientation du sujet
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- chercher à vérifier une hypothèse sur les données en faisant des requêtes sur des sous-ensembles des données
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- hypothèse sous forme d'un ordre sur des valeurs
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- utiliser des inégalités de concentration
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- semaine 4 :
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- implémentation de la loss modale
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- la loss est 1 si l'ordre est égal à l'hypothèse, et 0 sinon
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- on calcule la loss moyenne ainsi que la loss
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- utilisation du nouveau dataset
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- script make
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- faire un script modulaire (capable de s'adapter à plusieurs bases de données)
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- créer la bdd SQLite
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- la remplir avec les fichiers csv
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- semaine 5 :
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- utilisation du nouveau dataset
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- correction de tous les problèmes causés par le changement de shéma
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- il y en a beaucoup
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- début de rédaction
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- dernière semaine :
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- [I] revenir à une loss continue
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- hoeffding
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- soutenance :
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- nicolas sera là
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`$= "![[" + dv.current().file.name + ".svg|1000]]" `
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%%
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# Excalidraw Data
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## Text Elements
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part
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partkey int
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name varchar
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mfgr char(6)
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category char(7)
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brand char(9)
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color varchar
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type varchar
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size integer
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container char(10) ^AoIsl4bv
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supplier
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suppkey int
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name char(25)
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address varchar
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city char(10)
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nation char(15)
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region char(12)
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phone char(15) ^2pDS1J7A
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date
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DATEKEY int
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DATE char
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DAYOFWEEK char
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MONTH char
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YEAR int
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YEARMONTHNUM int
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YEARMONTH char
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DAYNUMINWEEK int
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DAYNUMINMONTH int
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DAYNUMINYEAR int
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MONTHNUMINYEAR int
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WEEKNUMINYEAR int
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SELLINGSEASON varchar
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LASTDAYINWEEKFL int
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LASTDAYINMONTHFL int
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HOLIDAYFL int
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WEEKDAYFL int ^tBDGlEdU
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lineorder
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orderkey int
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linenumber int
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custkey int
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partkey int
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suppkey int
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orderdate int
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orderpriority char(15)
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shippriority char(1)
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quantity float
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extendedprice float
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ordtotalprice float
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discount float
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revenue float
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supplycost float
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tax float
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commitdate int
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shipmode char(10) ^MNRdNlSC
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customer
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custkey int
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name varchar
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address varchar
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city char
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nation char
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region char
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phone char
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mktsegment char ^Pd3gusQx
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## Drawing
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```compressed-json
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r6uAECg8Y4Q4QbXnpEQhAA==
|
|
```
|
|
%% |