Introduction to Python Course

I have 6 large files which each of them contains a dictionary object that I saved in a hard disk us… Read more What Is The Best Way To Load Multiple Files Into Memory In Parallel Using Python 3.6?

I've set up a cluster using ipcluster start --n=8 then accessed it using from IPython.parallel… Read more Reading The Stdout From Slave Nodes With Ipcluster

After talking with a friend of mine from Google, I'd like to implement some kind of Job/Worker … Read more Should I Learn/use Mapreduce, Or Some Other Type Of Parallelization For This Task?

I'm trying to understand a little bit of what's going on behind the scenes when using the a… Read more Who Runs The Callback When Using Apply_async Method Of A Multiprocessing Pool?

I'm trying to use mpi4py to assemble a very large sparse matrix in parallel. Each rank produces… Read more Parallel Assembly Of A Sparse Matrix In Python

I would like to integrate a system of differential equations using a lot of different parameter com… Read more Python's Multiprocessing: Speed Up A For-loop For Several Sets Of Parameters, "apply" Vs. "apply_async"

The following code is written in python and it works, i.e. returns the expected result. However, it… Read more Parallelize (not Symmetric) Loops In Python

I'm using Python 2.7.3. I have parallelised some code using subclassed multiprocessing.Process … Read more Python Multiprocessing Process Crashes Silently