Discover @Niloofar-Sh Open Source projects

Niloofar Shahidi (@Niloofar-Sh)

Niloofar-Sh

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Location 🇳🇿 New Zealand
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18

GeoSpatial_analysis

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Kidney_Vessels_BGT

Kidney branching vessels modeled with BondGraphTools

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BondGraphTools_Biochemical_Reactions

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AnnotationBased_modelIntegration

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ADAN-86-Bond-Graph-Model-Composition

Hierarchical semantic composition of biosimulation models using bond graphs

Baby_Circulatory_SemGen_Merge_10

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Tune_Optimize_backpropagation

Tuning the back propagation by changing the batch size, learning rate, and optimizer.

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BondGraphTools_Sample_Circuits

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Modularity_Branching_Vessel_Functions

Changes have been made to split the whole function into sub-functions

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EGFR_MAPK

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flatmapToCellmlAndJson

A Jupyter Notebook to generate a CellML file for the selected structures in the Generic Cell Flatmap

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RNN-stock-price-predict

Using an RNN network to predict the stock price based on a given trend.

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LSTM_Forecasting_Loads

Using LSTM to find the patterns in data and forecast the future data

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Annotated_BG_CellML_Modules_Merging_SemGen

Modularity_Branching_Vessel

A function for connecting any number of "branching vessels" together via BondGraphTools

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Modularity_Reactions

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DCmotor

The antenna drive system

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LSTM_Embedding_spam_classification

Using Embedding & LSTM to classify texts to spam/ham.

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Deep_learning_Tune_Optimize

Setting up a configuration function to tune & optimize the Neural Networks.

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static_website_Jlab

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Cardiac_AP_3_channels

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Overfitting_Fix_ANN

Manage overfitting in neural networks by Regularization & Dropout

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Regresion_DecisionTree

Using Decision Trees for regression.

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Jupyter_website

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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 repository

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SBMLtoBGs

In this repository I've saved the files and functions required for an automatic conversion of SBML models into Bond Graphs (BGs)

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Niloofar-Sh

Classification_DecisionTree

Using Decision Trees for classification.

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Data_labeling_Snorkel

Using Snorkel in Python to label a dataset of text messages as "Ham" or "Spam".

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Tune_Optimise_ANN_root_cause_analysis

Setting up a configuration function to tune & optimize the Neural Networks.

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