From 664548c29985c07737024d04885fcee2a421cbcf Mon Sep 17 00:00:00 2001
From: Jan Przybylski <plaljahn@gmail.com>
Date: Mon, 26 Apr 2021 21:38:04 +0200
Subject: [PATCH] update

---
 dev-0/out.tsv    | 1000 ++++++++++++++++++++++++++++++++++++++++++++++
 program-dev0.py  |   24 ++
 program-testA.py |   24 ++
 test-A/out.tsv   | 1000 ++++++++++++++++++++++++++++++++++++++++++++++
 4 files changed, 2048 insertions(+)
 create mode 100644 dev-0/out.tsv
 create mode 100644 program-dev0.py
 create mode 100644 program-testA.py
 create mode 100644 test-A/out.tsv

diff --git a/dev-0/out.tsv b/dev-0/out.tsv
new file mode 100644
index 0000000..cc62983
--- /dev/null
+++ b/dev-0/out.tsv
@@ -0,0 +1,1000 @@
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diff --git a/program-dev0.py b/program-dev0.py
new file mode 100644
index 0000000..dcedfb7
--- /dev/null
+++ b/program-dev0.py
@@ -0,0 +1,24 @@
+import numpy as np
+from sklearn import preprocessing
+from sklearn.pipeline import make_pipeline
+from sklearn.feature_extraction.text import TfidfVectorizer
+from sklearn.linear_model import LinearRegression
+from sklearn import linear_model
+import pandas as pd
+
+
+train=pd.read_csv('train/train.tsv',sep='\t',names=['price','mileage','year','brand','engineType','engineCapacity'])
+df = pd.DataFrame(train,columns=['price','mileage','year','brand','engineType','engineCapacity'])
+Y=df[['price']]
+X=df[['year','mileage','engineCapacity']]
+reg = linear_model.LinearRegression()
+reg.fit(X, Y)
+inn=pd.read_csv('dev-0/in.tsv',sep='\t',names=['mileage','year','brand','engineType','engineCapacity'])
+df = pd.DataFrame(inn,columns=['mileage','year','brand','engineType','engineCapacity'])
+r=df[['year','mileage','engineCapacity']]
+y_pred=reg.predict(r)
+y_pred=np.concatenate(y_pred)
+t=np.array2string(y_pred, precision=5, separator='\n',suppress_small=True)
+t=t.lstrip('[').rstrip(']')
+f = open("dev-0/out.tsv", "a")
+f.write(t)
diff --git a/program-testA.py b/program-testA.py
new file mode 100644
index 0000000..c384e2f
--- /dev/null
+++ b/program-testA.py
@@ -0,0 +1,24 @@
+import numpy as np
+from sklearn import preprocessing
+from sklearn.pipeline import make_pipeline
+from sklearn.feature_extraction.text import TfidfVectorizer
+from sklearn.linear_model import LinearRegression
+from sklearn import linear_model
+import pandas as pd
+
+
+train=pd.read_csv('train/train.tsv',sep='\t',names=['price','mileage','year','brand','engineType','engineCapacity'])
+df = pd.DataFrame(train,columns=['price','mileage','year','brand','engineType','engineCapacity'])
+Y=df[['price']]
+X=df[['year','mileage','engineCapacity']]
+reg = linear_model.LinearRegression()
+reg.fit(X, Y)
+inn=pd.read_csv('test-A/in.tsv',sep='\t',names=['mileage','year','brand','engineType','engineCapacity'])
+df = pd.DataFrame(inn,columns=['mileage','year','brand','engineType','engineCapacity'])
+r=df[['year','mileage','engineCapacity']]
+y_pred=reg.predict(r)
+y_pred=np.concatenate(y_pred)
+t=np.array2string(y_pred, precision=5, separator='\n',suppress_small=True)
+t=t.lstrip('[').rstrip(']')
+f = open("test-A/out.tsv", "a")
+f.write(t)
diff --git a/test-A/out.tsv b/test-A/out.tsv
new file mode 100644
index 0000000..c488657
--- /dev/null
+++ b/test-A/out.tsv
@@ -0,0 +1,1000 @@
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