In [1]:
import pandas as pd
import numpy as np

1. Constructing Our Ground Truth


In [2]:
ground_truth = dict()

US


In [3]:
# Laila El Hamamsy
ground_truth["224196"] = ["EE-558", "CS-401", "EE-554", "ENG-466",
                          "EE-514", "MICRO-510", "CS-432","MICRO-515",
                          "MICRO-553", "EE-451", "ME-425", "MICRO-453",
                          "MICRO-451", "MICRO-455", "MICRO-511",
                          "MICRO-452", "MICRO-404", "MICRO-403",
                          "MICRO-498", "MICRO-405", "CS-433", 
                          "CS-456", "BIOENG-450", "CS-431", "CS-434"]

# Thomas Triquet
#ground_truth["240590"]

# Alexandre Cherqui
ground_truth["268847"] = ["EE-519", "EE-512", "EE-425", "EE-490(f)", "EE-556", "EE-445", "MICRO-568", "EE-442",
                          "EE-518", "EE-514", "PHYS-438", "EE-525", "EE-451", "ME-425", "EE-440", "EE-511",
                          "EE-553", "EE-558", "EE-554", "ENG-466", "CS-433", "MICRO-454"]


# Frédérick Gusset
ground_truth["236845"] = ["MICRO-403","MICRO-404","MICRO-405","MICRO-450","MICRO-454","MICRO-455",
                          "MICRO-511","MICRO-451","MICRO-453","MICRO-510","MICRO-515","MICRO-401",
                          "CS-432","ME-417","EE-451","CS-322","ME-425","EE-558","ENG-466","EE-490(g)","EE-490(f)",
                          "CS-433","EE-461","ME-524","CS-473","CS-401","EE-514","CS-423","BIO-465",
                          "EE-550","COM-404","CS-472","EE-310","MICRO-402","MICRO-570","MICRO-553"]

SECTION MT


In [4]:
# Armand Lamouille, Mineur Spatial
ground_truth["236322"] = ["EE-345","ENG-466", "ENV-540","EE-586",
                          "EE-490(g)", "ENV-340","MICRO-510", "CS-432",
                          "MICRO-515", "MICRO-553", "MSE-474", "ME-373",
                          "MICRO-453", "MICRO-451","EE-585",  "MICRO-455",
                          "MICRO-450", "EE-580", "MICRO-452", "MICRO-404",
                          "MICRO-403", "MICRO-405"]

# Cyrill Baumann
ground_truth["227118"] = ["MICRO-455","MICRO-450","MICRO-511",
                         "MICRO-452", "MICRO-404", "MICRO-403",
                         "MICRO-405", "EE-548", "EE-554", "ME-523",
                         "ENG-466", "CS-473", "EE-490(g)", "MICRO-401",
                         "MGT-427", "MICRO-510", "EE-451", "MGT-426",
                         "MICRO-453", "MICRO-451", "MICRO-440"]

# Johann Heches
ground_truth["212797"] = ["MICRO-455", "MICRO-450"," MICRO-514", 
                          "MICRO-511", "MICRO-452", "MICRO-404", 
                          "MICRO-403", "MICRO-405", "MICRO-510", 
                          "CS-432", "MICRO-515", "MICRO-553", 
                          "ME-425", "MICRO-453","ME-421",
                          "MICRO-451", "EE-554", "ENG-466", 
                          "ME-416", "EE-490(g)", "MICRO-401"]

# Lea Bole Feysot
ground_truth["237984"] = ["MICRO-455", "MICRO-452","MICRO-404", "MICRO-515","ENV-540",
                          "MICRO-403","MICRO-405","BIO-465", "CS-432","MICRO-451",
                         "MICRO-453", "EE-514", "ENG-466", "BIO-105", "EE-511",
                          "BIOENG-486", "EE-512", "MICRO-560", "MICRO-568"]


# Quentin Golay
ground_truth["234983"] = ["MICRO-455", "EE-490(g)","MICRO-511", "MICRO-401", "MICRO-404", 
                          "MICRO-403","MICRO-452","MICRO-405", "CS-432","MICRO-515", 
                          "MICRO-512", "MICRO-451","MICRO-453","ENG-466", "EE-511",
                         "MICRO-560", "CS-250","MICRO-553", "EE-585", "MICRO-450"]


# Nicolas Talabot
ground_truth["237807"] = ["MICRO-455","MICRO-511","MICRO-401", "MICRO-452","MICRO-404", 
                          "MICRO-403","MICRO-405", "MICRO-570", "BIO-465", "CS-432",
                          "MICRO-515", "MICRO-512","MICRO-451","MICRO-453",
                          "EE-514", "ENG-466", "COM-502", "CS-433", "CS-330",
                          "CS-456", "EE-554", "BIOENG-450", "CS-431", "COM-421",
                          "CS-434"]

# Aurélien Ponzio
groud_truth["236677"] = ["MICRO-403","MICRO-404","MICRO-405","MICRO-450","MICRO-454","MICRO-455",
                         "MICRO-511","MICRO-512","MICRO-451","MICRO-453","MICRO-510","MICRO-515",
                         "ENG-466","CS-433","EE-420","EE-548","EE-320","MICRO-523","EE-461",
                         "MICRO-402","ME-524","ME-523","MICRO-401","CS-473","CS-401"]

# Maimun Al Tayar
ground_truth["214732"] = ["MICRO-455", "MICRO-454", "MICRO-403", "MICRO-404", "MICRO-405",\
                          "CS-432", "ME-417", "MICRO-515", "MICRO-453", "MICRO-451", "MICRO-561",
                          "ME-523", "MGT-517", "ME-416","MICRO-401", "MGT-427","MICRO-402", 
                         "MGT-408", "EE-461", "MICRO-553", "MICRO-511", "MICRO-512"]


# Nicolas Winteller
#ground_truth["225689"]

# Roman Welz
ground_truth["239026"] = ["BIOENG-445", "MICRO-431", "EE-540", "MICRO-523", 
                         "MICRO-403","MICRO-404","MICRO-405", "MICRO-420",
                         "MICRO-565", "MICRO-421", "MICRO-522","MICRO-566", 
                         "MICRO-423", "MICRO-504", "MICRO-511", "ME-523", 
                         "PHYS-434", "EE-548", "MICRO-561", "EE-516",
                         "MGT-427", "MICRO-562", "MICRO-512", "MICRO-422",
                         "CS-433", "PHYS-433"]

# Camilla Carta
#ground_truth["215621"]

# Jonathan Arreguit O'Neill
ground_truth["205324"] = ["MICRsO-455", "MICRO-450", "MICRO-454", "MICRO-453",
                         "MICRO-510", "ME-524", "MICRO-515", "MICRO-553", 
                          "ME-425", "ME-523", "ME-421", "BIO-465", "EE-514",
                         "CS-432", "EE-516", "MICRO-514", "MICRO-511", "MICRO-512",
                         "BIOENG-450", "BIO-482", "BIOENG-486", "MICRO-513",
                          "ENG-466","BIO-483","COM-502","CS-433", "COM-421",
                          "CS-434", "CS-454","ME-476", "MATH-454", "MATH-452",
                          "MATH-458", "ME-444", "ME-474", "CS-439","CS-422"]

# Julien Di Tria
#ground_truth["238038"]

# Lucie Houel
#ground_truth["252317"]

# Loïs Bosson
#ground_truth["226755"]

SECTION EL


In [5]:
# Valentine Santarelli
ground_truth["223362"] = ["MICRO-455","CS-401","EE-554", "EE-490(g)","EE-451",
                          "EE-556", "EE-445", "EE-440", "EE-442","EE-558",
                          "EE-490(f)", "COM-480","CS-423", "EE-550", 
                          "CS-322", "EE-593", "EE-559", "EE-490(h)", "EE-598 "]

# Adrian Löwenstein
ground_truth["224689"] = ["CS-401", "CS-433","EE-556", "EE-466", "EE-456", "EE-465", "EE-492(c)","EE-477",
                          "COM-407","EE-575", "EE-470", "EE-472", "EE-558", "ME-427","EE-588","EE-576",
                          "ME-425","MGT-483","EE-570"]


# Antoine Genouel
ground_truth["227250"] = ["EE-532","EE-536","EE-530","EE-535","EE-490(b)","EE-425",
                          "EE-520","EE-420","EE-537","EE-432","EE-539","EE-429",
                          "EE-431", "EE-421","EE-518","EE-433","EE-525","EE-511",
                          "EE-533", "EE-575", "CS-471", "EE-548", "EE-515","CS-473",
                          "EE-518","EE-490(g)"]


# Christian Abbet
ground_truth["213434"] = ["EE-558","EE-550",  "EE-490(g)", "EE-556", "EE-445", "ELD120", "COM-414", "EE-442",\
                          "CS-423", "EE-451", "COM-405", "EE-440", "MICRO-513", "EE-598", "CS-401", "CS-433"]

SECTION IN


In [ ]:
# Arnaud Hennig
ground_truth["237782"] = ["CS-433","CS-438","COM-407","CS-453","CS-450","CS-452",
                          "CS-420","CS-442","COM-402","COM-405","CS-444",
                          "CS-411","EE-550","CS-401","CS-522"]
# Marius Rosset
ground_truth["236522"] = ["CS-451","CS-473","CS-452","COM-407","CS-434","CS-450","CS-486","COM-402","COM-405",
                          "CS-550","CS-438","CS-472","CS-433","CS-522"]
# Cédric Tomasini
ground_truth["272765"] = ["COM-300","COM-301","CS-320","COM-309","MATH-310","COM-302","COM-303","CS-322"]

#Boris Zbinden
ground_truth["237151"] = ["CS-330","BIO-109","CS-322","CS-320","EE-203(b)","CS-307","CS-328","COM-301",
                          "CS-305","EE-381","CS-341","CS-322","CS-323","COM-415","BIO-105","CS-466",
                          "EE-550","MICRO-511","CS-433","CS-210","CS-452"]

SECTION SIE


In [ ]:
# Dyonis Lugon-Moulin
ground_truth["212562"] = ["ENV-402","ENV-418","ME-409","ENV-547","ENV-524"]

SECTION CGC


In [ ]:
# Valentin Marchetti
ground_truth["186249"] = ["BIOENG-442","CHE-411","CHE-407","CHE-404","CHE-408","CHE-421","ENG-433","MSE-437"]  #CHE-406 (n'existe plus)

SECTION SV


In [ ]:
# Arthur Barakat
ground_truth["217563"] = ["BIO-480","BIO-482","BIO-483","EE-516","MICRO-511","BIO-487",
                          "EE-514","BIOENG-442","BIOENG-448","EE-515","MICRO-514","BIOENG-450",
                          "MSE-477","BIO-465","BIOENG-486","BIO-501","BIO-455"]