Package index
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assess_recov_traj()
- Assess trajectory recovery performance for a single cell.
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auto_select_kernel_params()
- Automatically Select Kernel Parameters
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cell_lineage_data
- Cell Lineage Time Series Dataset
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compute_bw_gaussian()
- Data-driven Bandwidth Selection for Gaussian Kernel
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evaluate_Fj()
- Evaluate \(F_j\) and Recovery the Trajectory for a Single Variable
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kernelODE_step1()
- Smoothing Spline Estimates (Step 1 of Kernel ODE)
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kernelODE_step2()
- Derivative Function Estimation (Step 2 of Kernel ODE)
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linear_kernel()
polynomial_kernel()
gaussian_kernel()
matern_kernel()
- Kernel Functions
-
prune_network()
- Prune a Network Estimated by Kernel ODE
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refit_kernel_ODE()
- Refit Kernel ODE with a Given Regulatory Network
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theta_to_adj_matrix()
- Convert theta Coefficients to Regulatory Network