From 446bdadab8d1f32b357d54bb0cdec4f340dd185a Mon Sep 17 00:00:00 2001
From: Solange Emmenegger <solange.emmenegger@hslu.ch>
Date: Sun, 18 Sep 2022 10:20:10 +0000
Subject: [PATCH] Looked at demos
---
...feature_engineering_image_similarity.ipynb | 17 +++----
.../feature_engineering.ipynb | 6 +--
.../Generative Adversarial Network.ipynb | 25 ++++++++--
demos/Generative Models/PokeGAN.ipynb | 6 +--
.../german_sentiment_analysis.ipynb | 47 +++++--------------
5 files changed, 45 insertions(+), 56 deletions(-)
diff --git a/demos/Convolutional Neural Networks/feature_engineering_image_similarity.ipynb b/demos/Convolutional Neural Networks/feature_engineering_image_similarity.ipynb
index c7da1b0..092fec4 100644
--- a/demos/Convolutional Neural Networks/feature_engineering_image_similarity.ipynb
+++ b/demos/Convolutional Neural Networks/feature_engineering_image_similarity.ipynb
@@ -11,7 +11,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
@@ -25,7 +25,7 @@
"\n",
"# Run pip install --upgrade tensorflow_hub if necessary\n",
"import tensorflow as tf\n",
- "import tensorflow_hub as hub\n",
+ "#import tensorflow_hub as hub\n",
"\n",
"from sklearn.neighbors import NearestNeighbors\n",
"\n",
@@ -33,10 +33,7 @@
"from tqdm.auto import tqdm\n",
"\n",
"# Interactive elements for Jupyter notebooks\n",
- "from ipywidgets import interact\n",
- "\n",
- "# Make sure you have the right tensorflow version installed\n",
- "assert tf.__version__ == '2.3.1'"
+ "from ipywidgets import interact\n"
]
},
{
@@ -276,9 +273,7 @@
{
"cell_type": "code",
"execution_count": null,
- "metadata": {
- "scrolled": false
- },
+ "metadata": {},
"outputs": [],
"source": [
"image = train_images[100]\n",
@@ -444,7 +439,7 @@
],
"metadata": {
"kernelspec": {
- "display_name": "Python 3",
+ "display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
@@ -458,7 +453,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.8.5"
+ "version": "3.9.12"
}
},
"nbformat": 4,
diff --git a/demos/Feature Engineering/feature_engineering.ipynb b/demos/Feature Engineering/feature_engineering.ipynb
index 5868e2c..862b770 100644
--- a/demos/Feature Engineering/feature_engineering.ipynb
+++ b/demos/Feature Engineering/feature_engineering.ipynb
@@ -88,7 +88,7 @@
"import sklearn.linear_model\n",
"import sklearn.model_selection\n",
"import sklearn.metrics\n",
- "import yfinance as yf\n",
+ "#import yfinance as yf\n",
"\n",
"from skimage import io\n",
"from skimage import data as skimage_data\n",
@@ -2284,7 +2284,7 @@
],
"metadata": {
"kernelspec": {
- "display_name": "Python 3",
+ "display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
@@ -2298,7 +2298,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.8.5"
+ "version": "3.9.12"
}
},
"nbformat": 4,
diff --git a/demos/Generative Models/Generative Adversarial Network.ipynb b/demos/Generative Models/Generative Adversarial Network.ipynb
index d89d2eb..6d2bf8e 100644
--- a/demos/Generative Models/Generative Adversarial Network.ipynb
+++ b/demos/Generative Models/Generative Adversarial Network.ipynb
@@ -14,11 +14,26 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 1,
"metadata": {
"id": "2k7AAMRMCveU"
},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "2022-09-18 10:12:53.186873: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 AVX512F FMA\n",
+ "To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.\n",
+ "2022-09-18 10:12:53.377166: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory\n",
+ "2022-09-18 10:12:53.377211: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.\n",
+ "2022-09-18 10:12:53.418637: E tensorflow/stream_executor/cuda/cuda_blas.cc:2981] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n",
+ "2022-09-18 10:12:54.314211: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libnvinfer.so.7'; dlerror: libnvinfer.so.7: cannot open shared object file: No such file or directory\n",
+ "2022-09-18 10:12:54.314335: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libnvinfer_plugin.so.7'; dlerror: libnvinfer_plugin.so.7: cannot open shared object file: No such file or directory\n",
+ "2022-09-18 10:12:54.314347: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Cannot dlopen some TensorRT libraries. If you would like to use Nvidia GPU with TensorRT, please make sure the missing libraries mentioned above are installed properly.\n"
+ ]
+ }
+ ],
"source": [
"# import packages\n",
"import os\n",
@@ -813,7 +828,7 @@
"toc_visible": true
},
"kernelspec": {
- "display_name": "Python 3",
+ "display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
@@ -827,7 +842,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.8.5"
+ "version": "3.9.12"
},
"toc": {
"base_numbering": 1,
@@ -844,5 +859,5 @@
}
},
"nbformat": 4,
- "nbformat_minor": 1
+ "nbformat_minor": 4
}
diff --git a/demos/Generative Models/PokeGAN.ipynb b/demos/Generative Models/PokeGAN.ipynb
index 4d419af..5d08c0f 100644
--- a/demos/Generative Models/PokeGAN.ipynb
+++ b/demos/Generative Models/PokeGAN.ipynb
@@ -388,7 +388,7 @@
"toc_visible": true
},
"kernelspec": {
- "display_name": "Python 3",
+ "display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
@@ -402,7 +402,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.8.5"
+ "version": "3.9.12"
},
"toc": {
"base_numbering": 1,
@@ -419,5 +419,5 @@
}
},
"nbformat": 4,
- "nbformat_minor": 1
+ "nbformat_minor": 4
}
diff --git a/demos/German Sentiment Analysis/german_sentiment_analysis.ipynb b/demos/German Sentiment Analysis/german_sentiment_analysis.ipynb
index 674c4f2..6f16773 100644
--- a/demos/German Sentiment Analysis/german_sentiment_analysis.ipynb
+++ b/demos/German Sentiment Analysis/german_sentiment_analysis.ipynb
@@ -103,13 +103,7 @@
" compilation terminated.\n",
" error: command '/usr/bin/gcc' failed with exit code 1\n",
" ----------------------------------------\u001b[0m\n",
- "\u001b[31m ERROR: Failed building wheel for editdistance\u001b[0m\n"
- ]
- },
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
+ "\u001b[31m ERROR: Failed building wheel for editdistance\u001b[0m\n",
"\u001b[31m ERROR: Command errored out with exit status 1:\n",
" command: /opt/conda/bin/python3.9 -u -c 'import io, os, sys, setuptools, tokenize; sys.argv[0] = '\"'\"'/tmp/pip-install-3hsqkcrs/editdistance_1dae79594cd84b7c8bc3f5b91e2a2615/setup.py'\"'\"'; __file__='\"'\"'/tmp/pip-install-3hsqkcrs/editdistance_1dae79594cd84b7c8bc3f5b91e2a2615/setup.py'\"'\"';f = getattr(tokenize, '\"'\"'open'\"'\"', open)(__file__) if os.path.exists(__file__) else io.StringIO('\"'\"'from setuptools import setup; setup()'\"'\"');code = f.read().replace('\"'\"'\\r\\n'\"'\"', '\"'\"'\\n'\"'\"');f.close();exec(compile(code, __file__, '\"'\"'exec'\"'\"'))' install --record /tmp/pip-record-zyco0pi_/install-record.txt --single-version-externally-managed --compile --install-headers /opt/conda/include/python3.9/editdistance\n",
" cwd: /tmp/pip-install-3hsqkcrs/editdistance_1dae79594cd84b7c8bc3f5b91e2a2615/\n",
@@ -173,13 +167,7 @@
"Requirement already satisfied: protobuf<3.18.0,>=3.12.0 in /opt/conda/lib/python3.9/site-packages (from google-api-core<2dev,>=1.21.0->google-api-python-client==1.12.8) (3.17.3)\n",
"Requirement already satisfied: packaging>=14.3 in /opt/conda/lib/python3.9/site-packages (from google-api-core<2dev,>=1.21.0->google-api-python-client==1.12.8) (21.0)\n",
"Requirement already satisfied: setuptools>=40.3.0 in /opt/conda/lib/python3.9/site-packages (from google-api-core<2dev,>=1.21.0->google-api-python-client==1.12.8) (58.0.4)\n",
- "Requirement already satisfied: requests<3.0.0dev,>=2.18.0 in /opt/conda/lib/python3.9/site-packages (from google-api-core<2dev,>=1.21.0->google-api-python-client==1.12.8) (2.26.0)\n"
- ]
- },
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
+ "Requirement already satisfied: requests<3.0.0dev,>=2.18.0 in /opt/conda/lib/python3.9/site-packages (from google-api-core<2dev,>=1.21.0->google-api-python-client==1.12.8) (2.26.0)\n",
"Requirement already satisfied: pytz in /opt/conda/lib/python3.9/site-packages (from google-api-core<2dev,>=1.21.0->google-api-python-client==1.12.8) (2021.1)\n",
"Requirement already satisfied: rsa<5,>=3.1.4 in /opt/conda/lib/python3.9/site-packages (from google-auth>=1.16.0->google-api-python-client==1.12.8) (4.7.2)\n",
"Requirement already satisfied: cachetools<5.0,>=2.0.0 in /opt/conda/lib/python3.9/site-packages (from google-auth>=1.16.0->google-api-python-client==1.12.8) (4.2.2)\n",
@@ -210,28 +198,19 @@
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": 1,
"metadata": {},
"outputs": [
{
- "name": "stderr",
- "output_type": "stream",
- "text": [
- "[nltk_data] Downloading package stopwords to /home/jovyan/nltk_data...\n",
- "[nltk_data] Package stopwords is already up-to-date!\n",
- "[nltk_data] Downloading package punkt to /home/jovyan/nltk_data...\n",
- "[nltk_data] Package punkt is already up-to-date!\n"
+ "ename": "ModuleNotFoundError",
+ "evalue": "No module named 'somajo'",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)",
+ "Input \u001b[0;32mIn [1]\u001b[0m, in \u001b[0;36m<cell line: 3>\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mpandas\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mpd\u001b[39;00m\n\u001b[0;32m----> 3\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01msomajo\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m SoMaJo\n\u001b[1;32m 4\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mtime_tracker\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m measure_time\n\u001b[1;32m 6\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mwarnings\u001b[39;00m\n",
+ "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'somajo'"
]
- },
- {
- "data": {
- "text/plain": [
- "True"
- ]
- },
- "execution_count": 2,
- "metadata": {},
- "output_type": "execute_result"
}
],
"source": [
@@ -1391,9 +1370,9 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.9.6"
+ "version": "3.9.12"
}
},
"nbformat": 4,
- "nbformat_minor": 1
+ "nbformat_minor": 4
}
--
GitLab