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Simon Majorczyk
BigData
Commits
ce1252e5
Commit
ce1252e5
authored
4 months ago
by
Mohamed Sebabti
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model rn
parent
d7df2bcb
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ml_rn.py
+2
-2
2 additions, 2 deletions
ml_rn.py
model_rn.txt
+276
-0
276 additions, 0 deletions
model_rn.txt
with
278 additions
and
2 deletions
ml_rn.py
+
2
−
2
View file @
ce1252e5
...
@@ -32,7 +32,7 @@ def train_mlp(df):
...
@@ -32,7 +32,7 @@ def train_mlp(df):
# 4️⃣ Définition des hyperparamètres
# 4️⃣ Définition des hyperparamètres
param_grid
=
{
param_grid
=
{
"
hidden_layer_sizes
"
:
[(
50
,),
(
100
,),
(
100
,
50
),
(
100
,
100
)],
"
hidden_layer_sizes
"
:
[(
50
,),
(
100
,),
(
100
,
50
),
(
100
,
100
)],
"
activation
"
:
[
"
relu
"
,
"
tanh
"
],
"
activation
"
:
[
"
tanh
"
],
"
solver
"
:
[
"
adam
"
,
"
sgd
"
],
"
solver
"
:
[
"
adam
"
,
"
sgd
"
],
"
learning_rate_init
"
:
[
0.001
,
0.01
,
0.1
],
"
learning_rate_init
"
:
[
0.001
,
0.01
,
0.1
],
"
max_iter
"
:
[
500
],
"
max_iter
"
:
[
500
],
...
@@ -65,7 +65,7 @@ def train_mlp(df):
...
@@ -65,7 +65,7 @@ def train_mlp(df):
# ⏳ Temps d'exécution
# ⏳ Temps d'exécution
elapsed_time
=
time
.
time
()
-
start_time
elapsed_time
=
time
.
time
()
-
start_time
print
(
f
"
\n
⏱️ Temps d
'
exécution :
{
elapsed_time
:
.
2
f
}
secondes
"
)
print
(
f
"
\n
⏱️ Temps d
'
exécution :
{
elapsed_time
:
.
2
f
}
secondes
"
)
print
(
df
.
head
(
40
))
return
df
return
df
# 📂 Chargement et entraînement
# 📂 Chargement et entraînement
...
...
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−
0
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