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Showing posts with the label Optimization

Spark Pandas_udf Is Not Faster

I'm facing a heavy data transformation. In a nutshell, I have columns of data, each containing … Read more Spark Pandas_udf Is Not Faster

Tutorials On Optimizing Non-trivial Python Applications With C Extensions Or Cython

The Python community has published helpful reference material showing how to profile Python code, a… Read more Tutorials On Optimizing Non-trivial Python Applications With C Extensions Or Cython

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

Replacing 3 Lists With 2 Generators

I want to optimize my application using generators and instead of creating 3 lists I want to use 2 … Read more Replacing 3 Lists With 2 Generators

Should I Cache Range Results If I Reuse Them?

I'm relatively new to python, and I'm trying to optimize some code for a HackerRank problem… Read more Should I Cache Range Results If I Reuse Them?

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?

Scipy Minimize: How To Restrict X Only To 0 And 1?

I want to minimize a function with multiple parameters and constraints with Scipy.optimize.minimize… Read more Scipy Minimize: How To Restrict X Only To 0 And 1?

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()

Parallel Optimizations In Scipy

I have a simple function def square(x, a=1): return [x**2 + a, 2*x] I want to minimize it over… Read more Parallel Optimizations In Scipy

Or-tools Solve Traveling Salesman (tsp) Without Returning To The Home Node

I'm using Google Or-Tools to solve a Traveling Salesman Problem by using this example (basicall… Read more Or-tools Solve Traveling Salesman (tsp) Without Returning To The Home Node

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

Pyomo Creating A Variable Time Index

I'm trying to bring this constraint in my pyomo model [1 I define a set for indexing over time … Read more Pyomo Creating A Variable Time Index

Save Intermediate Results In Minimization Problem

I am running a minimization problem using the next code: import numpy as np from scipy.optimize imp… Read more Save Intermediate Results In Minimization Problem

Find The Shortest Substring Whose Replacement Makes The String Contain Equal Number Of Each Character

I have a string of length n composed of letters A,G,C and T. The string is steady if it contains eq… Read more Find The Shortest Substring Whose Replacement Makes The String Contain Equal Number Of Each Character

Optimizing Python Dictionary Lookup Speeds By Shortening Key Size?

I'm not clear on what goes on behind the scenes of a dictionary lookup. Does key size factor i… Read more Optimizing Python Dictionary Lookup Speeds By Shortening Key Size?

Implementing Minimization Method

I have a function in 2 variables x1,x2 f = 3*x1^2 + 4*x2^2 + 5*x1 + 6*x2 + 10 Consider x is a row v… Read more Implementing Minimization Method

Find If Dates Are Overlapping In A List Of N Pairs

Given list of start times and begin times, I would like to find if the list contains overlapping en… Read more Find If Dates Are Overlapping In A List Of N Pairs

How Do I Make My Implementation Of Greedy Set Cover Faster?

I came up with the following implementation for the Greedy Set Cover after much discussion regardin… Read more How Do I Make My Implementation Of Greedy Set Cover Faster?

Tensorflow Valueerror: Variable Does Not Exist, Or Was Not Created With Tf.get_variable()

I am a newbie to Tensorflow and trying to implement a Generative Adversarial Network. I am followin… Read more Tensorflow Valueerror: Variable Does Not Exist, Or Was Not Created With Tf.get_variable()

Should Import Statements Always Be At The Top Of A Module?

PEP 8 states: Imports are always put at the top of the file, just after any module comments and do… Read more Should Import Statements Always Be At The Top Of A Module?