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GeoSpatial_analysis
Kidney_Vessels_BGT
Kidney branching vessels modeled with BondGraphToolsBondGraphTools_Biochemical_Reactions
AnnotationBased_modelIntegration
ADAN-86-Bond-Graph-Model-Composition
Hierarchical semantic composition of biosimulation models using bond graphsBaby_Circulatory_SemGen_Merge_10
Tune_Optimize_backpropagation
Tuning the back propagation by changing the batch size, learning rate, and optimizer.BondGraphTools_Sample_Circuits
EGFR_MAPK
flatmapToCellmlAndJson
A Jupyter Notebook to generate a CellML file for the selected structures in the Generic Cell FlatmapRNN-stock-price-predict
Using an RNN network to predict the stock price based on a given trend.LSTM_Forecasting_Loads
Using LSTM to find the patterns in data and forecast the future dataAnnotated_BG_CellML_Modules_Merging_SemGen
Modularity_Branching_Vessel
A function for connecting any number of "branching vessels" together via BondGraphToolsModularity_Reactions
DCmotor
The antenna drive systemLSTM_Embedding_spam_classification
Using Embedding & LSTM to classify texts to spam/ham.Deep_learning_Tune_Optimize
Setting up a configuration function to tune & optimize the Neural Networks.static_website_Jlab
Cardiac_AP_3_channels
Overfitting_Fix_ANN
Manage overfitting in neural networks by Regularization & DropoutRegresion_DecisionTree
Using Decision Trees for regression.Jupyter_website
Na_K_ATPase_pump
Na+/K+ ATPase Pump model originally created by Michael Pan in CellML format. The equivalent BGT model is provided in this repositorySBMLtoBGs
In this repository I've saved the files and functions required for an automatic conversion of SBML models into Bond Graphs (BGs)Niloofar-Sh
Classification_DecisionTree
Using Decision Trees for classification.Data_labeling_Snorkel
Using Snorkel in Python to label a dataset of text messages as "Ham" or "Spam".Tune_Optimise_ANN_root_cause_analysis
Setting up a configuration function to tune & optimize the Neural Networks.Love Open Source and this site? Check out how you can help us