- initial commit

2024-01-20 09:34:03 +01:00
commit 2e58d31a13
7 changed files with 189 additions and 0 deletions
@@ -0,0 +1,10 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$">
+      <excludeFolder url="file://$MODULE_DIR$/.venv" />
+    </content>
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+</module>
@@ -0,0 +1,6 @@
+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>
@@ -0,0 +1,7 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="Black">
+    <option name="sdkName" value="Python 3.11 (heart)" />
+  </component>
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.11 (heart)" project-jdk-type="Python SDK" />
+</project>
@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/heart.iml" filepath="$PROJECT_DIR$/.idea/heart.iml" />
+    </modules>
+  </component>
+</project>
@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="$PROJECT_DIR$" vcs="Git" />
+  </component>
+</project>
@@ -0,0 +1,85 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="AutoImportSettings">
+    <option name="autoReloadType" value="SELECTIVE" />
+  </component>
+  <component name="ChangeListManager">
+    <list default="true" id="887dbe21-b04f-45f3-bf88-b266f10ec84d" name="Changes" comment="">
+      <change afterPath="$PROJECT_DIR$/.idea/heart.iml" afterDir="false" />
+      <change afterPath="$PROJECT_DIR$/.idea/inspectionProfiles/profiles_settings.xml" afterDir="false" />
+      <change afterPath="$PROJECT_DIR$/.idea/misc.xml" afterDir="false" />
+      <change afterPath="$PROJECT_DIR$/.idea/modules.xml" afterDir="false" />
+      <change afterPath="$PROJECT_DIR$/.idea/vcs.xml" afterDir="false" />
+      <change afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
+      <change afterPath="$PROJECT_DIR$/main.py" afterDir="false" />
+    </list>
+    <option name="SHOW_DIALOG" value="false" />
+    <option name="HIGHLIGHT_CONFLICTS" value="true" />
+    <option name="HIGHLIGHT_NON_ACTIVE_CHANGELIST" value="false" />
+    <option name="LAST_RESOLUTION" value="IGNORE" />
+  </component>
+  <component name="Git.Settings">
+    <option name="RECENT_GIT_ROOT_PATH" value="$PROJECT_DIR$" />
+  </component>
+  <component name="ProjectColorInfo">{
+  &quot;associatedIndex&quot;: 3
+}</component>
+  <component name="ProjectId" id="2ZkbivUsAFWKe8Jf28vIFcKkNzE" />
+  <component name="ProjectLevelVcsManager" settingsEditedManually="true" />
+  <component name="ProjectViewState">
+    <option name="hideEmptyMiddlePackages" value="true" />
+    <option name="showLibraryContents" value="true" />
+  </component>
+  <component name="PropertiesComponent"><![CDATA[{
+  "keyToString": {
+    "Python.main.executor": "Run",
+    "RunOnceActivity.OpenProjectViewOnStart": "true",
+    "RunOnceActivity.ShowReadmeOnStart": "true",
+    "last_opened_file_path": "/home/jens/temp/RL-lab/rl_lab.py",
+    "settings.editor.selected.configurable": "com.jetbrains.python.configuration.PyActiveSdkModuleConfigurable"
+  }
+}]]></component>
+  <component name="RunManager">
+    <configuration name="main" type="PythonConfigurationType" factoryName="Python" nameIsGenerated="true">
+      <module name="heart" />
+      <option name="ENV_FILES" value="" />
+      <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="SDK_NAME" value="Python 3.11 (heart)" />
+      <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$" />
+      <option name="IS_MODULE_SDK" value="false" />
+      <option name="ADD_CONTENT_ROOTS" value="true" />
+      <option name="ADD_SOURCE_ROOTS" value="true" />
+      <option name="SCRIPT_NAME" value="$PROJECT_DIR$/main.py" />
+      <option name="PARAMETERS" value="" />
+      <option name="SHOW_COMMAND_LINE" value="false" />
+      <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>
+  </component>
+  <component name="SharedIndexes">
+    <attachedChunks>
+      <set>
+        <option value="bundled-python-sdk-7a29c1521ef0-d3b881c8e49f-com.jetbrains.pycharm.community.sharedIndexes.bundled-PC-233.11799.298" />
+      </set>
+    </attachedChunks>
+  </component>
+  <component name="SpellCheckerSettings" RuntimeDictionaries="0" Folders="0" CustomDictionaries="0" DefaultDictionary="application-level" UseSingleDictionary="true" transferred="true" />
+  <component name="TaskManager">
+    <task active="true" id="Default" summary="Default task">
+      <changelist id="887dbe21-b04f-45f3-bf88-b266f10ec84d" name="Changes" comment="" />
+      <created>1702969154178</created>
+      <option name="number" value="Default" />
+      <option name="presentableId" value="Default" />
+      <updated>1702969154178</updated>
+    </task>
+    <servers />
+  </component>
+</project>
@@ -0,0 +1,67 @@
+# This is a sample Python script.
+
+# Press Umschalt+F10 to execute it or replace it with your code.
+# Press Double Shift to search everywhere for classes, files, tool windows, actions, and settings.
+
+import numpy as np
+
+
+def conv2d(z, h):
+    sub_shape = h.shape
+    view_shape = tuple(np.subtract(z.shape, sub_shape) + 1) + sub_shape
+    strides = z.strides + z.strides
+    sub_matrices = np.lib.stride_tricks.as_strided(z, view_shape, strides)
+    m = np.einsum('ij,klij->kl', h, sub_matrices)
+
+    return m
+
+
+def state_expand(state, h, ovl_init=0):
+    hw, hh = h.shape
+    xw, xh = state.shape
+    ovl_w = int((hw-1)/2)
+    ovl_h = int((hh-1)/2)
+    z = np.ones((xw+2*ovl_w, xh+2*ovl_h))*ovl_init
+    z[ovl_w:ovl_w+xw, ovl_h:ovl_w+xh] = state
+
+    return z
+
+
+def state_init_incremental(size):
+    state = np.zeros((size, size))
+    k = 1
+    m, n = np.shape(state)
+    for i in range(0, m):
+        for j in range(0, n):
+            state[i, j] = k
+            k += 1
+
+    return state
+
+
+def state_init_constant(size, ic=0):
+    h = np.ones((size, size))*ic
+    return h
+
+
+def h_init(s=1):
+    h = np.array([[1,1,1], [1,0,1], [1,1,1]])*s
+    return h
+
+
+# Press the green button in the gutter to run the script.
+if __name__ == '__main__':
+    state = state_init_incremental(5)
+    state = state_init_constant(5, 0)
+    h = h_init(1.0/8)
+    print (h)
+    for i in range(0,10,1):
+        state[0, 0] = 0
+        if i == 0:
+            state[0, 0] = 1
+        state_ex = state_expand(state, h)
+        state = 0.5*state + 0.5*conv2d(state_ex, h)
+        print(state)
+
+
+# See PyCharm help at https://www.jetbrains.com/help/pycharm/