do stuff

requirements.txt

@@ -1,8 +1,10 @@
+absl-py==2.1.0
 anyio==4.8.0
 argon2-cffi==23.1.0
 argon2-cffi-bindings==21.2.0
 arrow==1.3.0
 asttokens==3.0.0
+astunparse==1.6.3
 async-lru==2.0.4
 attrs==24.3.0
 babel==2.16.0
@@ -19,9 +21,14 @@ decorator==5.1.1
 defusedxml==0.7.1
 executing==2.2.0
 fastjsonschema==2.21.1
+flatbuffers==25.2.10
 fonttools==4.55.4
 fqdn==1.5.1
+gast==0.6.0
+google-pasta==0.2.0
+grpcio==1.70.0
 h11==0.14.0
+h5py==3.12.1
 httpcore==1.0.7
 httpx==0.28.1
 idna==3.10
@@ -49,18 +56,27 @@ jupyterlab-vim==4.1.4
 jupyterlab_pygments==0.3.0
 jupyterlab_server==2.27.3
 jupyterlab_widgets==3.0.13
+keras==3.8.0
 kiwisolver==1.4.8
+libclang==18.1.1
+Markdown==3.7
+markdown-it-py==3.0.0
 MarkupSafe==3.0.2
 matplotlib==3.10.0
 matplotlib-inline==0.1.7
+mdurl==0.1.2
 mistune==3.1.0
+ml-dtypes==0.4.1
+namex==0.0.8
 nbclient==0.10.2
 nbconvert==7.16.5
 nbformat==5.10.4
 nest-asyncio==1.6.0
 notebook==7.3.2
 notebook_shim==0.2.4
-numpy==2.2.2
+numpy==2.0.2
+opt_einsum==3.4.0
+optree==0.14.0
 overrides==7.7.0
 packaging==24.2
 pandas==2.2.3
@@ -71,6 +87,7 @@ pillow==11.1.0
 platformdirs==4.3.6
 prometheus_client==0.21.1
 prompt_toolkit==3.0.50
+protobuf==5.29.3
 psutil==6.1.1
 ptyprocess==0.7.0
 pure_eval==0.2.3
@@ -86,6 +103,7 @@ referencing==0.36.1
 requests==2.32.3
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
+rich==13.9.4
 rpds-py==0.22.3
 scikit-learn==1.6.1
 scipy==1.15.1
@@ -96,6 +114,10 @@ six==1.17.0
 sniffio==1.3.1
 soupsieve==2.6
 stack-data==0.6.3
+tensorboard==2.18.0
+tensorboard-data-server==0.7.2
+tensorflow==2.18.0
+termcolor==2.5.0
 terminado==0.18.1
 threadpoolctl==3.5.0
 tinycss2==1.4.0
@@ -111,4 +133,7 @@ wcwidth==0.2.13
 webcolors==24.11.1
 webencodings==0.5.1
 websocket-client==1.8.0
+Werkzeug==3.1.3
+wheel==0.45.1
 widgetsnbextension==4.0.13
+wrapt==1.17.2

tasks/04 - neuron.ipynb

@@ -185,6 +185,13 @@
     "print(l2(np.array([1,0,1]), weights[0], weights[1]))\n",
     "print(l2(np.array([1,1,1]), weights[0], weights[1]))"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {