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Showing posts with the label Optimization

Swapping The Dimensions Of A Numpy Array

I would like to do the following: for i in dimension1: for j in dimension2: for k in dimensio… Read more Swapping The Dimensions Of A Numpy Array

Optimize Python Program To Parse Two Large Files At The Same Time

I am trying to parse two large files with Python3 at the same time. As shown here: dict = {} row = … Read more Optimize Python Program To Parse Two Large Files At The Same Time

Providing Constraints In Pymoo Optimisation

I have an objective function which looks like: f1 = -1 * (constant1 * (variable1 - constant2)) And… Read more Providing Constraints In Pymoo Optimisation

Fast Tensor Rotation With Numpy

At the heart of an application (written in Python and using NumPy) I need to rotate a 4th order ten… Read more Fast Tensor Rotation With Numpy

Fastest Way To Compute Distance Beetween Each Points In Python

In my project I need to compute euclidian distance beetween each points stored in an array. The ent… Read more Fastest Way To Compute Distance Beetween Each Points In Python

Ordereddict Performance (compared To Deque)

I've been trying to performance optimize a BFS implementation in Python and my original impleme… Read more Ordereddict Performance (compared To Deque)

Resolving How To Give An Attribute In A Class In Python

I have the following class: class Point(object): __slots__= ('x','y','z'… Read more Resolving How To Give An Attribute In A Class In Python

Scipy Minimisation Optimisation Row-wise On Dataframe

TYPO FIXEDD I need to perform a minimization optimisation for each timestep in my timeseries. The o… Read more Scipy Minimisation Optimisation Row-wise On Dataframe

Lmfit Minimize Fails With Valueerror: Array Is Too Big

I am trying to use the 'brute' method to minimize a function of 20 variables. It is failing… Read more Lmfit Minimize Fails With Valueerror: Array Is Too Big

Mpc With Arx Model Using Gekko

I am modelling an MPC to control a fridge and keep the temperature within a given interval while mi… Read more Mpc With Arx Model Using Gekko

Least Linear Squares: Scipy.optimize.curve_fit() Throws "result From Function Call Is Not A Proper Array Of Floats."

i am trying to implement an python code right now, which computes the least squared error for a mat… Read more Least Linear Squares: Scipy.optimize.curve_fit() Throws "result From Function Call Is Not A Proper Array Of Floats."

Receiving Empty Dataframe For Solved Pulp Optimization Problem

I am dabbling with PuLP (and Python, in general) for the first time to run an optimization problem … Read more Receiving Empty Dataframe For Solved Pulp Optimization Problem

Optimisation Using Scipy

In the following script: import numpy as np from scipy.optimize import minimise a=np.array(range(… Read more Optimisation Using Scipy

Numpy Arange Error With Lagrange Multiplier In Python

I try to use Lagrange multiplier to optimize a function, and I am trying to loop through the functi… Read more Numpy Arange Error With Lagrange Multiplier In Python

Pypy Significantly Slower Than Cpython

I've been testing a cacheing system of my making. Its purpose is to speed up a Django web appli… Read more Pypy Significantly Slower Than Cpython

How To Fix The Typeerror: G Must Be A 'd' Matrix?

Objective: trying to run toy dataset through an optimization process. I am encountering the followi… Read more How To Fix The Typeerror: G Must Be A 'd' Matrix?

How Can I Crop An Object From Surrounding White Background In Python Numpy?

I have dataset of images which are all like this one. The task is to crop the white space surround… Read more How Can I Crop An Object From Surrounding White Background In Python Numpy?

Does Os.walk Take Advantage Of The File Type Returned By The Os For Efficiency?

The os.walk function returns separate lists for directories and files. The underlying OS calls on m… Read more Does Os.walk Take Advantage Of The File Type Returned By The Os For Efficiency?

Find All Paths From Leafs To Each Node In A Forest

I asked this question in parts, because I didn't have enough infromations, but now that I have,… Read more Find All Paths From Leafs To Each Node In A Forest

No Performance Gain After Using Multiprocessing For A Queue-oriented Function

The real code I want to optimize is too complicated to be included here, so here is a simplified ex… Read more No Performance Gain After Using Multiprocessing For A Queue-oriented Function