spark - DataFrame for big data, cheatsheet, tutorial. dask, dask-ml - Pandas DataFrame for big data and machine learning library, resources, talk1, talk2, notebooks, videos. h2o - Helpful H2OFrame class for out-of-memory dataframes. cuDF - GPU DataFrame Library, Intro. cupy - NumPy-like...
The DifferentialEquations.jl SDE Tutorial explains how the matrix form of the diffusion term corresponds to the summation style of multiple Wiener processes. Essentially, the row corresponds to which system the term is applied to, and the column is which noise term. So du[i,j] is the amount...
Learn how to extract data from websites using Python web scraping. Build your own Python scraper from scratch on a real-life example.
To some degree, this method is immune to noise in the objective function. While this method was designed to be applied to continuous functions, it is immune to discontinuities, and it can solve problems that utilize parameter value rounding (integer parameters). This method usually can't accepta...