add __init__.py

.ipynb_checkpoints/LICENSE-checkpoint

@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2024 Ziming Liu
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

.ipynb_checkpoints/hellokan-checkpoint.ipynb

@@ -119,7 +119,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "cuda\n",
+      "cpu\n",
       "checkpoint directory created: ./model\n",
       "saving model version 0.0\n"
      ]
@@ -528,7 +528,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.16"
+   "version": "3.10.12"
   }
  },
  "nbformat": 4,

.ipynb_checkpoints/setup-checkpoint.py

@@ -0,0 +1,31 @@
+import setuptools
+
+# Load the long_description from README.md
+with open("README.md", "r", encoding="utf8") as fh:
+    long_description = fh.read()
+
+setuptools.setup(
+    name="pykan",
+    version="0.2.7",
+    author="Ziming Liu",
+    author_email="[email protected]",
+    description="Kolmogorov Arnold Networks",
+    long_description=long_description,
+    long_description_content_type="text/markdown",
+    # url="https://github.com/kindxiaoming/",
+    packages=setuptools.find_packages(),
+    include_package_data=True,
+    package_data={  
+        'pykan': [
+            'figures/lock.png',
+            'assets/img/sum_symbol.png',
+            'assets/img/mult_symbol.png',
+        ],
+    },
+    classifiers=[
+        "Programming Language :: Python :: 3",
+        "License :: OSI Approved :: MIT License",
+        "Operating System :: OS Independent",
+    ],
+    python_requires='>=3.6',
+)

hellokan.ipynb

@@ -119,7 +119,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "cuda\n",
+      "cpu\n",
       "checkpoint directory created: ./model\n",
       "saving model version 0.0\n"
      ]
@@ -528,7 +528,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.16"
+   "version": "3.10.12"
   }
  },
  "nbformat": 4,

model/0.0_config.yml

@@ -0,0 +1,41 @@
+affine_trainable: false
+auto_save: true
+base_fun_name: silu
+ckpt_path: ./model
+device: cpu
+grid: 3
+grid_eps: 0.02
+grid_range:
+- -1
+- 1
+k: 3
+mult_arity: 2
+round: 0
+sb_trainable: true
+sp_trainable: true
+state_id: 0
+symbolic.funs_name.0:
+- - '0'
+  - '0'
+- - '0'
+  - '0'
+- - '0'
+  - '0'
+- - '0'
+  - '0'
+- - '0'
+  - '0'
+symbolic.funs_name.1:
+- - '0'
+  - '0'
+  - '0'
+  - '0'
+  - '0'
+symbolic_enabled: true
+width:
+- - 2
+  - 0
+- - 5
+  - 0
+- - 1
+  - 0

model/history.txt

@@ -0,0 +1,2 @@
+### Round 0 ###
+init => 0.0

pykan.egg-info/PKG-INFO

@@ -1,6 +1,6 @@
 Metadata-Version: 2.1
 Name: pykan
-Version: 0.2.6
+Version: 0.2.7
 Summary: Kolmogorov Arnold Networks
 Author: Ziming Liu
 Author-email: [email protected]