Iteration over the long sequencing reads, as opposed to an all-vs-all alignment of reads, allows GoldRush to achieve a linear time complexity in the number of reads. We show that GoldRush produces contiguous and
In sequence modelling tasks, one can perform predictions based on an entire sequence of observations, or perform auto-regressive modelling where the model predicts the next time-step output given the current time-step input. Table 1 (right) depicts the time complexity of different neural network ...
We have attempted more complicated measures such as MSM [52] and TWED [31]. They are very time-consuming because they have at least quadratic time complexity, and neither of them (using the Python implementations from sktime [30]) could complete the run within the 2-day time frame for an...
Complexity vs. control The runtime API eases device code management by providing implicit initialization, context management, and module management. This leads to simpler code, but it also lacks the level of control that the driver API has. In comparison, the driver API offers more fine-grained...
The files may also crash 3ds Max. Causes:Includes, but is not limited to: Windows operating system (OS) running out of virtual memory. Windows11 OS and hardware incompatibility. Number of objects in the scene. Complexity of each object in the scene. Outdated graphics ...
The natural complexity of the string y (with respect to the machine M) is ▼M (y) = min{n≥ 1 | M (bin(n)) = y } (see Calude and Stay (2006)); ▼ is a relative of Kolmogorov complexity for partially computable functions used in Manin and Zilber (2010). The invariance ...
The complexity result of the maximum lateness minimization problem is NP-hard in the strong sense. We also provide three special cases which can be solved by polynomial time algorithms. Highlight ► A new learning effect is introduced into single machine scheduling problems. ► The actual time...
Limits on shader resources such as instructions, textures, and registers were increased, so shaders became capable of more complex effects. Support for flow control was also added. The growing length and complexity of shaders made the assembly programming model increasingly cumbersome. Fortunately, ...
NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing. This is an adaptation to take RRI or peak times from fetal and maternal heart rate data as input and output 60+ HRV measures including optimal time delay-based complexity measures wi
With the continual development of the global economy, the air transportation demand has significantly increased across various industries, leading to a surge in flight traffic and airspace complexity. To optimize flight scheduling and improve operational efficiency, the traffic prediction is extensively stu...