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This commit is contained in:
Christoph J. Scherr 2025-02-13 12:59:35 +01:00
parent f411354a19
commit 78cc2e9e08
Signed by: PlexSheep
GPG key ID: 9EB784BB202BB7BB
4 changed files with 1224 additions and 1 deletions
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601
Aufgaben/15 - Neural Networks - CNN mit Keras.ipynb Normal file
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27
requirements.txt
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@ -1,8 +1,10 @@
absl-py==2.1.0
anyio==4.8.0 anyio==4.8.0
argon2-cffi==23.1.0 argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0 argon2-cffi-bindings==21.2.0
arrow==1.3.0 arrow==1.3.0
asttokens==3.0.0 asttokens==3.0.0
astunparse==1.6.3
async-lru==2.0.4 async-lru==2.0.4
attrs==24.3.0 attrs==24.3.0
babel==2.16.0 babel==2.16.0
@ -19,9 +21,14 @@ decorator==5.1.1
defusedxml==0.7.1 defusedxml==0.7.1
executing==2.2.0 executing==2.2.0
fastjsonschema==2.21.1 fastjsonschema==2.21.1
flatbuffers==25.2.10
fonttools==4.55.4 fonttools==4.55.4
fqdn==1.5.1 fqdn==1.5.1
gast==0.6.0
google-pasta==0.2.0
grpcio==1.70.0
h11==0.14.0 h11==0.14.0
h5py==3.12.1
httpcore==1.0.7 httpcore==1.0.7
httpx==0.28.1 httpx==0.28.1
idna==3.10 idna==3.10
@ -49,18 +56,27 @@ jupyterlab-vim==4.1.4
jupyterlab_pygments==0.3.0 jupyterlab_pygments==0.3.0
jupyterlab_server==2.27.3 jupyterlab_server==2.27.3
jupyterlab_widgets==3.0.13 jupyterlab_widgets==3.0.13
keras==3.8.0
kiwisolver==1.4.8 kiwisolver==1.4.8
libclang==18.1.1
Markdown==3.7
markdown-it-py==3.0.0
MarkupSafe==3.0.2 MarkupSafe==3.0.2
matplotlib==3.10.0 matplotlib==3.10.0
matplotlib-inline==0.1.7 matplotlib-inline==0.1.7
mdurl==0.1.2
mistune==3.1.0 mistune==3.1.0
ml-dtypes==0.4.1
namex==0.0.8
nbclient==0.10.2 nbclient==0.10.2
nbconvert==7.16.5 nbconvert==7.16.5
nbformat==5.10.4 nbformat==5.10.4
nest-asyncio==1.6.0 nest-asyncio==1.6.0
notebook==7.3.2 notebook==7.3.2
notebook_shim==0.2.4 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 overrides==7.7.0
packaging==24.2 packaging==24.2
pandas==2.2.3 pandas==2.2.3
@ -71,6 +87,7 @@ pillow==11.1.0
platformdirs==4.3.6 platformdirs==4.3.6
prometheus_client==0.21.1 prometheus_client==0.21.1
prompt_toolkit==3.0.50 prompt_toolkit==3.0.50
protobuf==5.29.3
psutil==6.1.1 psutil==6.1.1
ptyprocess==0.7.0 ptyprocess==0.7.0
pure_eval==0.2.3 pure_eval==0.2.3
@ -86,6 +103,7 @@ referencing==0.36.1
requests==2.32.3 requests==2.32.3
rfc3339-validator==0.1.4 rfc3339-validator==0.1.4
rfc3986-validator==0.1.1 rfc3986-validator==0.1.1
rich==13.9.4
rpds-py==0.22.3 rpds-py==0.22.3
scikit-learn==1.6.1 scikit-learn==1.6.1
scipy==1.15.1 scipy==1.15.1
@ -96,6 +114,10 @@ six==1.17.0
sniffio==1.3.1 sniffio==1.3.1
soupsieve==2.6 soupsieve==2.6
stack-data==0.6.3 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 terminado==0.18.1
threadpoolctl==3.5.0 threadpoolctl==3.5.0
tinycss2==1.4.0 tinycss2==1.4.0
@ -111,4 +133,7 @@ wcwidth==0.2.13
webcolors==24.11.1 webcolors==24.11.1
webencodings==0.5.1 webencodings==0.5.1
websocket-client==1.8.0 websocket-client==1.8.0
Werkzeug==3.1.3
wheel==0.45.1
widgetsnbextension==4.0.13 widgetsnbextension==4.0.13
wrapt==1.17.2

7
tasks/04 - neuron.ipynb
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@ -185,6 +185,13 @@
"print(l2(np.array([1,0,1]), weights[0], weights[1]))\n", "print(l2(np.array([1,0,1]), weights[0], weights[1]))\n",
"print(l2(np.array([1,1,1]), weights[0], weights[1]))" "print(l2(np.array([1,1,1]), weights[0], weights[1]))"
] ]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
} }
], ],
"metadata": { "metadata": {

590
tasks/15 -keeras mit anderen daten.ipynb Normal file
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