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(17) and (18), we have used an implementation of the Nelder Mead algorithm from the SciPy library [30].
Considering the PRISM codec, we have used an implementation derived from the system described in principle in [11] and in more detail in [30].
The work used an implementation of reinforcement learning called Q-learning [26] for offender and target agents to learn and navigate a reward/cost grid.
For the computations, we used an implementation [17] of the proposed boundary element methods which is based on the Fast Multipole Method [18] for fast and data-sparse realizations of the involved boundary integral operators.
Here, we have used an implementation of the k-means algorithm that minimizes the sum, over all clusters, of the within-cluster sums of point-to-cluster-centroid distances.
We analyze the performance of these descriptors through the experiment in Section 5. We used an implementation of Mel Frequency Cepstrum Coefficients (MFCCs) as a baseline for our experiments, as they are widely used as a representation of timbre in speech and general audio.
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V(D J assignment and mutation identification was performed using an implementation of SoDA42.
Geodesic computations were performed using an implementation of the exact discrete geodesic algorithm66,71.
Bright spots were automatically detected using an implementation of the difference of Gaussians method and thresholding.
Therefore, using an implementation research framework, 38 outcome measures were crafted.
FMD uses an implementation of the three-dimensional fast multipole method, developed in our group.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com