Skip to content Skip to sidebar Skip to footer
Showing posts with the label Optimization

How To Optimize Scikit One-class Training Time?

Essentially my questions is the same as SciKit One-class SVM classifier training time increases exp… Read more How To Optimize Scikit One-class Training Time?

Scipy Minimize: How To Pass Args To Both The Objective And The Constraint

My MWE is as follows def obj(e, p): S = f(e) + g(p) return S I would like to minimize this… Read more Scipy Minimize: How To Pass Args To Both The Objective And The Constraint

Two Dimensional Optimization (minimization) In Python (using Scipy.optimize)

I am trying to optimize (minimize) a two dimensional function E(n,k) defined as follows: error=lamb… Read more Two Dimensional Optimization (minimization) In Python (using Scipy.optimize)

Convert Rows Of Hexadecimal Values To Binary, Vertically By Column

I am working with data coming from a serial device which outputs its data in a very interesting for… Read more Convert Rows Of Hexadecimal Values To Binary, Vertically By Column

Can The Order Of Code Make This Program Faster?

Hi this is my first post, I am learning how to write code so technically I am a newbie. I am learni… Read more Can The Order Of Code Make This Program Faster?

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?

Python Optimization Using Gekko

I'm using gekko for the first time to do optimization with python. I don't have a lot of ex… Read more Python Optimization Using Gekko

How To Write A Generator For Keras Model For Predict_generator

I have a trained keras model, and I am trying to run predictions with CPU only. I want this to be a… Read more How To Write A Generator For Keras Model For Predict_generator

Optimizing Strings In Cython

I'm trying to demonstrate to our group the virtues of Cython for enhancing Python performance. … Read more Optimizing Strings In Cython

How To Add Indicator Constraints In Pulp Python?

I have a problem that I don't know how to add indicator constraints in pulp. Can anyone help me… Read more How To Add Indicator Constraints In Pulp Python?

In Managed Code, How Do I Achieve Good Locality Of Reference?

Since RAM seems to be the new disk, and since that statement also means that access to memory is no… Read more In Managed Code, How Do I Achieve Good Locality Of Reference?

Python Data Structures Overhead/performance

Is there any performance advantage to using lists over dictionaries over tuples in Python? If I'… Read more Python Data Structures Overhead/performance

Optimise Two Sql Queries And A List Comprehension

I have those two models (simplified): class Place(OrderedModel): name = models.CharField(max_le… Read more Optimise Two Sql Queries And A List Comprehension

Product Feature Optimization With Constraints

I have trained a Lightgbm model on learning to rank dataset. The model predicts relevance score of … Read more Product Feature Optimization With Constraints

Optimizing Calculations With Numpy And Numba Python

I am trying to make python run standard deviation functions faster with numba and numpy. However th… Read more Optimizing Calculations With Numpy And Numba Python

Is There A Faster Way To Add Two 2-d Numpy Array

Let say I have two large 2-d numpy array of same dimensions (say 2000x2000). I want to sum them ele… Read more Is There A Faster Way To Add Two 2-d Numpy Array

Valueerror: The Array Returned By A Function Changed Size Between Calls Scipy.fsolve()

I am trying to use scipy.optimize.fsolve() to solve for x that makes the function equal to zero, bu… Read more Valueerror: The Array Returned By A Function Changed Size Between Calls Scipy.fsolve()

Building 3d Arrays In Python To Replace Loops For Optimization

I'm trying to better understand python optimization so this is a dummy case, but hopefully outl… Read more Building 3d Arrays In Python To Replace Loops For Optimization

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

Slicing Repeadlty With The Same Slice Numpy

I have several one dimensional numpy array (around 5 millions elements) I have to slice them repea… Read more Slicing Repeadlty With The Same Slice Numpy