examples

Jupyter Notebook Index

• scikit-learn
• seaborn
• tensorflow
• pandas
• opencv
• numpy
• matplotlib
• DataVisualization
• sigopt
• pytorch
• manim
• fun
• algo
• keras
• openvino
• einops
• imageio
• BayesianOptimization
• nlp
• segmentation_models
• tensorboard
• scikit-image
• python
• nn
• dataset
• imgaug

BayesianOptimization

• BayesianOptimization_visualization.ipynb
• BayesianOptimization_visualization_af_ucb_ei_poi.ipynb

DataVisualization

• Facets.ipynb

algo

• faiss_basic.ipynb
• kmeans.ipynb
• plot_logloss.ipynb

dataset

• balloon_dataset_preprocess.ipynb

einops

• einops_usecase.ipynb

fun

• 6174_analysis.ipynb

imageio

• imageio_basic.ipynb

imgaug

• Augment_Bounding_Boxes.ipynb
• basic.ipynb
• keypoint.ipynb

keras

• autokeras_mnist.ipynb
• mnist.ipynb
• mnist_load_from_json_h5.ipynb
• mnist_mlp.ipynb

manim

• manim_jupyter_env.ipynb
• manim_jupyter_example.ipynb

matplotlib

• cmaps.ipynb
• f1score.ipynb
• matplotlib.ipynb
• matplotlib_3D.ipynb
• matplotlib_bar.ipynb
• matplotlib_basemap.ipynb
• matplotlib_colorbar.ipynb
• matplotlib_function.ipynb
• matplotlib_google_colab_js_interactive.ipynb
• matplotlib_height.ipynb
• matplotlib_scatter.ipynb
• matplotlib_subplot.ipynb
• plot_standard_deviation.ipynb

nlp

• nlp_transformer_inputs.ipynb

nn

• Activation_Function.ipynb

numpy

• numpy_basic.ipynb
• numpy_dot_product.ipynb

opencv

• HED.ipynb
• OpenCV_Image_Filtering.ipynb
• OpenCV_findContours_drawContours.ipynb
• filter2D_edge_detect.ipynb
• gray_binary_image.ipynb
• hand_keypoint_detection.ipynb
• he_ahe_clahe.ipynb
• opencv_basic.ipynb
• opencv_erode_dilate.ipynb
• opencv_face_detector.ipynb
• opencv_match.ipynb
• rgb2gray.ipynb

openvino

• openvino_install_test.ipynb

pandas

• pandas_DataFrame.ipynb
• pandas_Series.ipynb

python

• argparse.ipynb
• python3_os.ipynb
• python_datetime.ipynb
• python_files.ipynb
• python_float.ipynb
• python_tqdm.ipynb
• random.ipynb

pytorch

• pytorch_LeNet_mnist.ipynb
• pytorch_dataloader.ipynb
• pytorch_datasets.ipynb
• tensor_tutorial.ipynb
• tensor_usecase.ipynb
• torch_optim_lr_scheduler.ipynb

scikit-image

• Histogram_Equalization.ipynb
• Structural_similarity_index.ipynb
• scikit_image_getting_started.ipynb

scikit-learn

• Pairwise_metrics.ipynb
• confusion_matrix.ipynb
• datasets.ipynb
• hand_written_digits_svm_svc.ipynb
• scikit_learn_Recognizing_hand_written_digits.ipynb
• sklearn_linear_model.ipynb

seaborn

• seaborn_basic.ipynb

segmentation_models

• binary_segmentation_camvid.ipynb
• multiclass_segmentation_camvid.ipynb

sigopt

• mnist.ipynb

tensorboard

• tensorboard_ngrok.ipynb
• tensorboard_tensorboadcolab.ipynb

tensorflow

• Activation_Function_tf.ipynb
• add_concat.ipynb
• tensorflow_1_x_test.ipynb
• tensorflow_2_x_keras.ipynb
• tensorflow_2_x_test.ipynb
• tf_extract_image_patches.ipynb
• tf_lr_schedules.ipynb