diff --git a/.idea/misc.xml b/.idea/misc.xml
index 8656114..6649a8c 100644
--- a/.idea/misc.xml
+++ b/.idea/misc.xml
@@ -3,5 +3,5 @@
   <component name="JavaScriptSettings">
     <option name="languageLevel" value="ES6" />
   </component>
-  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.7" project-jdk-type="Python SDK" />
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.8" project-jdk-type="Python SDK" />
 </project>
\ No newline at end of file
diff --git a/.idea/other.xml b/.idea/other.xml
new file mode 100644
index 0000000..640fd80
--- /dev/null
+++ b/.idea/other.xml
@@ -0,0 +1,7 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="PySciProjectComponent">
+    <option name="PY_SCI_VIEW" value="true" />
+    <option name="PY_SCI_VIEW_SUGGESTED" value="true" />
+  </component>
+</project>
\ No newline at end of file
diff --git a/.idea/workspace.xml b/.idea/workspace.xml
index e8d76cf..4fca350 100644
--- a/.idea/workspace.xml
+++ b/.idea/workspace.xml
@@ -1,13 +1,33 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <project version="4">
+  <component name="BranchesTreeState">
+    <expand>
+      <path>
+        <item name="ROOT" type="e8cecc67:BranchNodeDescriptor" />
+        <item name="LOCAL_ROOT" type="e8cecc67:BranchNodeDescriptor" />
+      </path>
+      <path>
+        <item name="ROOT" type="e8cecc67:BranchNodeDescriptor" />
+        <item name="REMOTE_ROOT" type="e8cecc67:BranchNodeDescriptor" />
+      </path>
+      <path>
+        <item name="ROOT" type="e8cecc67:BranchNodeDescriptor" />
+        <item name="REMOTE_ROOT" type="e8cecc67:BranchNodeDescriptor" />
+        <item name="GROUP_NODE:origin" type="e8cecc67:BranchNodeDescriptor" />
+      </path>
+    </expand>
+    <select />
+  </component>
   <component name="ChangeListManager">
     <list default="true" id="828778c9-9d97-422f-a727-18ddbd059b85" name="Default Changelist" comment="">
-      <change afterPath="$PROJECT_DIR$/Assiging/datadict.py" afterDir="false" />
+      <change afterPath="$PROJECT_DIR$/.idea/other.xml" afterDir="false" />
+      <change afterPath="$PROJECT_DIR$/coder/scan.py" afterDir="false" />
+      <change afterPath="$PROJECT_DIR$/coder/test.jpg" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/.idea/misc.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/misc.xml" afterDir="false" />
       <change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/Assiging/feature_hashing.py" beforeDir="false" afterPath="$PROJECT_DIR$/Assiging/feature_hashing.py" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/data.py" beforeDir="false" afterPath="$PROJECT_DIR$/data.py" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/.idea/wozek.iml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/wozek.iml" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/Assiging/feature_hashing.py" beforeDir="false" />
     </list>
-    <option name="EXCLUDED_CONVERTED_TO_IGNORED" value="true" />
     <option name="SHOW_DIALOG" value="false" />
     <option name="HIGHLIGHT_CONFLICTS" value="true" />
     <option name="HIGHLIGHT_NON_ACTIVE_CHANGELIST" value="false" />
@@ -21,6 +41,19 @@
     </option>
   </component>
   <component name="Git.Settings">
+    <favorite-branches>
+      <branch-storage>
+        <map>
+          <entry type="REMOTE">
+            <value>
+              <list>
+                <branch-info repo="$PROJECT_DIR$" source="origin/assigning" />
+              </list>
+            </value>
+          </entry>
+        </map>
+      </branch-storage>
+    </favorite-branches>
     <option name="RECENT_BRANCH_BY_REPOSITORY">
       <map>
         <entry key="$PROJECT_DIR$" value="master" />
@@ -32,26 +65,47 @@
   <component name="ProjectLevelVcsManager">
     <ConfirmationsSetting value="2" id="Add" />
   </component>
+  <component name="ProjectViewState">
+    <option name="hideEmptyMiddlePackages" value="true" />
+    <option name="showLibraryContents" value="true" />
+  </component>
   <component name="PropertiesComponent">
+    <property name="RunOnceActivity.OpenProjectViewOnStart" value="true" />
+    <property name="RunOnceActivity.ShowReadmeOnStart" value="true" />
     <property name="SHARE_PROJECT_CONFIGURATION_FILES" value="true" />
     <property name="WebServerToolWindowFactoryState" value="false" />
-    <property name="last_opened_file_path" value="$PROJECT_DIR$" />
+    <property name="last_opened_file_path" value="$PROJECT_DIR$/coder" />
     <property name="restartRequiresConfirmation" value="false" />
     <property name="settings.editor.selected.configurable" value="com.jetbrains.python.configuration.PyActiveSdkModuleConfigurable" />
   </component>
-  <component name="RunDashboard">
-    <option name="ruleStates">
-      <list>
-        <RuleState>
-          <option name="name" value="ConfigurationTypeDashboardGroupingRule" />
-        </RuleState>
-        <RuleState>
-          <option name="name" value="StatusDashboardGroupingRule" />
-        </RuleState>
-      </list>
-    </option>
+  <component name="RecentsManager">
+    <key name="CopyFile.RECENT_KEYS">
+      <recent name="C:\Users\Pawel Lukaszewicz\PycharmProjects\AL-2020\coder" />
+    </key>
   </component>
-  <component name="RunManager" selected="Python.feature_hashing">
+  <component name="RunManager" selected="Python.train">
+    <configuration default="true" type="PythonConfigurationType" factoryName="Python">
+      <module name="wozek" />
+      <option name="INTERPRETER_OPTIONS" value="" />
+      <option name="PARENT_ENVS" value="true" />
+      <envs>
+        <env name="PYTHONUNBUFFERED" value="1" />
+      </envs>
+      <option name="SDK_HOME" value="" />
+      <option name="WORKING_DIRECTORY" value="" />
+      <option name="IS_MODULE_SDK" value="false" />
+      <option name="ADD_CONTENT_ROOTS" value="true" />
+      <option name="ADD_SOURCE_ROOTS" value="true" />
+      <EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
+      <option name="SCRIPT_NAME" value="" />
+      <option name="PARAMETERS" value="" />
+      <option name="SHOW_COMMAND_LINE" value="true" />
+      <option name="EMULATE_TERMINAL" value="false" />
+      <option name="MODULE_MODE" value="false" />
+      <option name="REDIRECT_INPUT" value="false" />
+      <option name="INPUT_FILE" value="" />
+      <method v="2" />
+    </configuration>
     <configuration name="board" type="PythonConfigurationType" factoryName="Python" temporary="true">
       <module name="wozek" />
       <option name="INTERPRETER_OPTIONS" value="" />
@@ -118,15 +172,36 @@
       <option name="INPUT_FILE" value="" />
       <method v="2" />
     </configuration>
+    <configuration name="train" type="PythonConfigurationType" factoryName="Python" temporary="true" nameIsGenerated="true">
+      <module name="wozek" />
+      <option name="INTERPRETER_OPTIONS" value="" />
+      <option name="PARENT_ENVS" value="true" />
+      <option name="SDK_HOME" value="" />
+      <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$/coder" />
+      <option name="IS_MODULE_SDK" value="true" />
+      <option name="ADD_CONTENT_ROOTS" value="true" />
+      <option name="ADD_SOURCE_ROOTS" value="true" />
+      <EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
+      <option name="SCRIPT_NAME" value="C:\Users\Pawel Lukaszewicz\PycharmProjects\AL-2020\coder\train.py" />
+      <option name="PARAMETERS" value="" />
+      <option name="SHOW_COMMAND_LINE" value="true" />
+      <option name="EMULATE_TERMINAL" value="false" />
+      <option name="MODULE_MODE" value="false" />
+      <option name="REDIRECT_INPUT" value="false" />
+      <option name="INPUT_FILE" value="" />
+      <method v="2" />
+    </configuration>
     <list>
       <item itemvalue="Python.board" />
       <item itemvalue="Python.main" />
       <item itemvalue="Python.feature_hashing" />
+      <item itemvalue="Python.train" />
     </list>
     <recent_temporary>
       <list>
-        <item itemvalue="Python.feature_hashing" />
+        <item itemvalue="Python.train" />
         <item itemvalue="Python.main" />
+        <item itemvalue="Python.feature_hashing" />
         <item itemvalue="Python.board" />
       </list>
     </recent_temporary>
@@ -151,6 +226,9 @@
       <workItem from="1589752301424" duration="1007000" />
       <workItem from="1589753322316" duration="835000" />
       <workItem from="1589814601057" duration="4208000" />
+      <workItem from="1589844260514" duration="777000" />
+      <workItem from="1589845066174" duration="177000" />
+      <workItem from="1589888090669" duration="11020000" />
     </task>
     <task id="LOCAL-00001" summary="create Shelf">
       <created>1589815443652</created>
@@ -177,20 +255,19 @@
     <servers />
   </component>
   <component name="TypeScriptGeneratedFilesManager">
-    <option name="version" value="1" />
+    <option name="version" value="2" />
   </component>
   <component name="Vcs.Log.Tabs.Properties">
     <option name="TAB_STATES">
       <map>
         <entry key="MAIN">
           <value>
-            <State>
-              <option name="COLUMN_ORDER" />
-            </State>
+            <State />
           </value>
         </entry>
       </map>
     </option>
+    <option name="oldMeFiltersMigrated" value="true" />
   </component>
   <component name="VcsManagerConfiguration">
     <MESSAGE value="create Shelf" />
@@ -198,10 +275,36 @@
     <MESSAGE value="changed CreateDataSweets to lowercase" />
     <option name="LAST_COMMIT_MESSAGE" value="changed CreateDataSweets to lowercase" />
   </component>
+  <component name="WindowStateProjectService">
+    <state width="1493" height="208" key="GridCell.Tab.0.bottom" timestamp="1589845242796">
+      <screen x="0" y="0" width="1536" height="824" />
+    </state>
+    <state width="1493" height="208" key="GridCell.Tab.0.bottom/0.0.1536.824@0.0.1536.824" timestamp="1589845242796" />
+    <state width="1493" height="208" key="GridCell.Tab.0.center" timestamp="1589845242796">
+      <screen x="0" y="0" width="1536" height="824" />
+    </state>
+    <state width="1493" height="208" key="GridCell.Tab.0.center/0.0.1536.824@0.0.1536.824" timestamp="1589845242796" />
+    <state width="1493" height="208" key="GridCell.Tab.0.left" timestamp="1589845242796">
+      <screen x="0" y="0" width="1536" height="824" />
+    </state>
+    <state width="1493" height="208" key="GridCell.Tab.0.left/0.0.1536.824@0.0.1536.824" timestamp="1589845242796" />
+    <state width="1493" height="208" key="GridCell.Tab.0.right" timestamp="1589845242796">
+      <screen x="0" y="0" width="1536" height="824" />
+    </state>
+    <state width="1493" height="208" key="GridCell.Tab.0.right/0.0.1536.824@0.0.1536.824" timestamp="1589845242796" />
+    <state x="277" y="57" key="SettingsEditor" timestamp="1589845139218">
+      <screen x="0" y="0" width="1536" height="824" />
+    </state>
+    <state x="277" y="57" key="SettingsEditor/0.0.1536.824@0.0.1536.824" timestamp="1589845139218" />
+    <state x="54" y="145" width="672" height="678" key="search.everywhere.popup" timestamp="1589902389638">
+      <screen x="0" y="0" width="1536" height="824" />
+    </state>
+    <state x="54" y="145" width="672" height="678" key="search.everywhere.popup/0.0.1536.824@0.0.1536.824" timestamp="1589902389638" />
+  </component>
   <component name="com.intellij.coverage.CoverageDataManagerImpl">
-    <SUITE FILE_PATH="coverage/AL_2020$main.coverage" NAME="main Coverage Results" MODIFIED="1589754127142" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
     <SUITE FILE_PATH="coverage/AL_2020$feature_hashing.coverage" NAME="feature_hashing Coverage Results" MODIFIED="1589823737949" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$/Assiging" />
     <SUITE FILE_PATH="coverage/wozek$main.coverage" NAME="main Coverage Results" MODIFIED="1589556038208" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
+    <SUITE FILE_PATH="coverage/AL_2020$main.coverage" NAME="main Coverage Results" MODIFIED="1589845236495" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
     <SUITE FILE_PATH="coverage/wozek$board.coverage" NAME="board Coverage Results" MODIFIED="1589210811600" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
   </component>
 </project>
\ No newline at end of file
diff --git a/.idea/wozek.iml b/.idea/wozek.iml
index fa80a76..c4b5840 100644
--- a/.idea/wozek.iml
+++ b/.idea/wozek.iml
@@ -4,10 +4,10 @@
     <content url="file://$MODULE_DIR$">
       <excludeFolder url="file://$MODULE_DIR$/venv" />
     </content>
-    <orderEntry type="jdk" jdkName="Python 3.7" jdkType="Python SDK" />
+    <orderEntry type="jdk" jdkName="Python 3.8" jdkType="Python SDK" />
     <orderEntry type="sourceFolder" forTests="false" />
   </component>
-  <component name="TestRunnerService">
-    <option name="PROJECT_TEST_RUNNER" value="Unittests" />
+  <component name="PyDocumentationSettings">
+    <option name="renderExternalDocumentation" value="true" />
   </component>
 </module>
\ No newline at end of file
diff --git a/Assiging/feature_hashing.py b/Assiging/feature_hashing.py
deleted file mode 100644
index 479b42f..0000000
--- a/Assiging/feature_hashing.py
+++ /dev/null
@@ -1,5 +0,0 @@
-from sklearn.feature_extraction import FeatureHasher
-from data import create_data_dict
-
-data = create_data_dict()
-print(data)
\ No newline at end of file
diff --git a/coder/test.jpg b/coder/test.jpg
new file mode 100644
index 0000000..5a81770
Binary files /dev/null and b/coder/test.jpg differ
diff --git a/coder/train.py b/coder/train.py
new file mode 100644
index 0000000..f659b20
--- /dev/null
+++ b/coder/train.py
@@ -0,0 +1,27 @@
+import matplotlib.pyplot as plt
+import numpy as np
+from numpy import asarray
+from sklearn import datasets
+from sklearn.neural_network import MLPClassifier
+from sklearn.metrics import accuracy_score
+from PIL import Image
+
+#recznie napisane cyfry
+digits = datasets.load_digits()
+
+y = digits.target
+x = digits.images.reshape((len(digits.images), -1))
+
+x_train = x[:1000000]
+y_train = y[:1000000]
+x_test = x[1000:]
+y_test = y[1000:]
+
+mlp = MLPClassifier(hidden_layer_sizes=(15,), activation='logistic', alpha=1e-4,
+                    solver='sgd', tol=1e-4, random_state=1,
+                    learning_rate_init=.1, verbose=True)
+
+mlp.fit(x_train, y_train)
+
+predictions = mlp.predict(x_test)
+print(accuracy_score(y_test, predictions))