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single-neuron-model

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InPhyT / Quantitative_Single_Neuron_Modeling_Competition_2009

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Data for the Quantitative Single-Neuron Modeling Competition (2009).

challenge competition data simulation modeling neuroscience bayesian-methods computational-neuroscience parameter-estimation bayesian-inference model-calibration uncertainty-quantification bayesian-optimization bayesian-statistics simulation-modeling electrophysiological-data electrophysiology-data neuronal-models single-neuron-model neuroscience-competition
  • Updated Jun 25, 2023

InPhyT / Quantitative_Single_Neuron_Modeling_Competition_2007

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Data for the Quantitative Single-Neuron Modeling Competition (2007).

challenge competition data simulation modeling neuroscience bayesian-methods computational-neuroscience electrophysiology parameter-estimation bayesian-inference model-calibration uncertainty-quantification bayesian-optimization bayesian-statistics simulation-modeling electrophysiological-data neuronal-models single-neuron-model neuroscience-competition
  • Updated May 30, 2023
  • MATLAB

SeventhPrize / INDE_577_Data_Science_and_Machine_Learning

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From-scratch machine learning models with implementation tutorials.

machine-learning reinforcement-learning neural-network clustering linear-regression data-visualization supervised-learning ensemble-learning logistic-regression perceptron gradient-descent decision-trees unsupervised-learning principal-component-analysis k-nearest-neighbors k-armed-bandit dense-neural-network single-neuron-model
  • Updated Apr 30, 2023
  • Jupyter Notebook

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