Keras Deep Learning Models on Colaboratory

Deep learning model examples and tips in jupyter notebook format. It can be imported into Google Colaboratory or Jupyter lab to interract with.

Regression
Binary classifier
Multiple categories classifier
ConvNets classifier
Pre trained ConvNets classifier
Overfitting solution
Data augmentation solution
K-Fold validation
Features extraction
Pre-trained model customization
Visualizing convnets
Embeddings
Recurent Neural Network
Auto Encoder
Composite Model
Optical Character Recognition

Name		Name	Last commit message	Last commit date
Latest commit History 120 Commits
Analyse_ACP_Explications.ipynb		Analyse_ACP_Explications.ipynb
Analyse_ACP_OCR.ipynb		Analyse_ACP_OCR.ipynb
Analyse_ACP_creature_classlevelstats.ipynb		Analyse_ACP_creature_classlevelstats.ipynb
README.md		README.md
SD_InvokeAI_Base_Cloud_ver_v4_pynb.ipynb		SD_InvokeAI_Base_Cloud_ver_v4_pynb.ipynb
SVM_Binary_Classification_ECG.ipynb		SVM_Binary_Classification_ECG.ipynb
Stable_Diffusion_XL_BASE_1_0.ipynb		Stable_Diffusion_XL_BASE_1_0.ipynb
WoW_OCR.ipynb		WoW_OCR.ipynb
WoW_OCR_Parsing.ipynb		WoW_OCR_Parsing.ipynb
WoW_Screenshot_OCR_Training_Recognizer.ipynb		WoW_Screenshot_OCR_Training_Recognizer.ipynb
bagging_classifier.ipynb		bagging_classifier.ipynb
bert_transformers.ipynb		bert_transformers.ipynb
binary_category_classifcation.ipynb		binary_category_classifcation.ipynb
boston_housing_regression.ipynb		boston_housing_regression.ipynb
bug_path_rnn.ipynb		bug_path_rnn.ipynb
cifar100_convnets.ipynb		cifar100_convnets.ipynb
cifar10_convnets.ipynb		cifar10_convnets.ipynb
composite_ae_convnets.ipynb		composite_ae_convnets.ipynb
creature_classlevelstats_formulas.ipynb		creature_classlevelstats_formulas.ipynb
creature_classlevelstats_health_mana.ipynb		creature_classlevelstats_health_mana.ipynb
data_augmentation_solution.ipynb		data_augmentation_solution.ipynb
denoiser_auto_encoder.ipynb		denoiser_auto_encoder.ipynb
dog_cat_convnets.ipynb		dog_cat_convnets.ipynb
dog_denoiser_auto_encoder.ipynb		dog_denoiser_auto_encoder.ipynb
fashion_mnist_convnets.ipynb		fashion_mnist_convnets.ipynb
fidle_deep_learning.ipynb		fidle_deep_learning.ipynb
hierarchical_clustering_client.ipynb		hierarchical_clustering_client.ipynb
house_linear_regression.ipynb		house_linear_regression.ipynb
human_face_vae.ipynb		human_face_vae.ipynb
image_ocr_Training_Detector.ipynb		image_ocr_Training_Detector.ipynb
image_ocr_Using.ipynb		image_ocr_Using.ipynb
imdb_embeddings.ipynb		imdb_embeddings.ipynb
jena_climate_rnn.ipynb		jena_climate_rnn.ipynb
kRR_Category_Classification_Wine.ipynb		kRR_Category_Classification_Wine.ipynb
kfold_validation.ipynb		kfold_validation.ipynb
kmeans_clients_clustering.ipynb		kmeans_clients_clustering.ipynb
mnist_convnets.ipynb		mnist_convnets.ipynb
mnist_knn.ipynb		mnist_knn.ipynb
mnist_machine_learning.ipynb		mnist_machine_learning.ipynb
multiple_categories_classification.ipynb		multiple_categories_classification.ipynb
overfitting_solution.ipynb		overfitting_solution.ipynb
population_regression.ipynb		population_regression.ipynb
pretrained_word_embeddings.ipynb		pretrained_word_embeddings.ipynb
rock_paper_scissors_convnets.ipynb		rock_paper_scissors_convnets.ipynb
tweet_text_mining.ipynb		tweet_text_mining.ipynb
variational_auto_encoder.ipynb		variational_auto_encoder.ipynb
vgg16_features_extraction_dogs_cats_convnets.ipynb		vgg16_features_extraction_dogs_cats_convnets.ipynb
vgg16_pretrained_dogs_cats_convnets.ipynb		vgg16_pretrained_dogs_cats_convnets.ipynb
visualize_convnets_filters.ipynb		visualize_convnets_filters.ipynb
visualize_convnets_heatmaps.ipynb		visualize_convnets_heatmaps.ipynb
visualize_convnets_layers_activiation.ipynb		visualize_convnets_layers_activiation.ipynb

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

Repository files navigation

Keras Deep Learning Models on Colaboratory

About

Uh oh!

Releases

Packages

Uh oh!

Contributors

Uh oh!

Languages

Folders and files

Latest commit

History

Repository files navigation

Keras Deep Learning Models on Colaboratory

About

Topics

Resources

Uh oh!

Stars

Watchers

Forks

Releases

Packages 0

Uh oh!

Contributors

Uh oh!

Languages

Packages