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Profiling

Software Architecture with C plus plus

While benchmarks and tracing can give you an overview and specific numbers for a given scope, profilers can help you analyze where those numbers came from. They are an essential tool if you need to ga...

3 Tools for Fast Data Profiling

Towards Data Science

Quickly analyse and summarise your data with these Python tools Continue reading on Towards Data Science

Profiling in Python

Towards Data Science

When experimenting with a project, it can be helpful (or simply fun!) to try and see which parts of the code are, for example, the most memory-consuming. If those places in the code pose a problem…

Debugging and Profiling

The Python Standard Library

Debugging and Profiling These libraries help you with Python development: the debugger enables you to step through code, analyze stack frames and set breakpoints etc., and the profilers run code and ...

Data Scientists, Start Using Profilers

Towards Data Science

A profiler can show you exactly which parts are taking the most time, allowing you to see which sections to spend time optimizing to speed up your code.

Automated Data Profiling

Towards Data Science

Generating a MS Word document with data profiling outputs using Python

Choosing the type of profiler to use

Software Architecture with C plus plus

There are two types of profilers available: instrumentation profilers and sampling ones. One of the better-known instrumentation profilers is Callgrind, part of the Valgrind suite. Instrumentation pro...

Unveiling Bottlenecks (Part 2): A Deep Dive into Profiling Tools

R-bloggers

In our previous blog post, we introduced the concept of profiling for optimizing Shiny app performance. Today, we’ll take a deep dive into three powerful tools in this arsenal: reactlog, profvis and s...

Python Profiling

Python in Plain English

A code is a simple set of instruction to perform an action. It occupies resources like RAM and CPU for its compilation. But a explainable and efficient code occupies less time and resources to…

An Overview of Profiling Tools for Python

Mouse Vs Python

What does it mean to profile ones code? The main idea behind benchmarking or profiling is to figure out how fast your code executes and where the bottlenecks are. The main reason to do this sort of th...

Top Tools for Profiling Your Python Code and How to Use Them

Python in Plain English

Do you know how to Profile your Python code? Continue reading on Python in Plain English

Continuous Profiling for Python Applications

Level Up Coding

In computer programming, the meaning of “profiling” is “finding and optimizing those resources that can decrease the response time, cache time, interruptions, and usage of individual instructions in…

Profiling Machine Learning Algorithms in Python

Towards Data Science

Useful Tools for Profiling Machine Learning Tasks Continue reading on Towards Data Science

Profiling in Python: How to Find Performance Bottlenecks

Real Python

In this tutorial, you'll learn how to profile your Python programs using numerous tools available in the standard library, third-party libraries, as well as a powerful tool foreign to Python. Along th...

9 Best Java Profilers to Use in 2024

Javarevisited

Recently, I was working on a third-party Linux application, and I started encountering instances where I figured that one of my applications probably had memory leaks, as I kept getting an out-of-memo...

Performance Profiling During Development

Better Programming

Performance profiling isn’t just an activity reserved for Ops teams monitoring an application in production. In my view, it’s a skill that should become part of every decent software…

A powerful, easy, and enjoyable python profiler

Towards Data Science

While processing data for training models or trying to increase inference speed, I often face slow code that I need to fix. I tried most python profilers and I really like VizTracer because it’s very…...

The Python Profilers

The Python Standard Library

The Python Profilers Source code: Lib/profile.py and Lib/pstats.py Introduction to the profilers cProfile and profile provide deterministic profiling of Python programs. A profile is a set of statist...

Profiling Python Code

Machine Learning Mastery

Last Updated on June 7, 2022 Profiling is a technique to figure out how time is spent in a program. With these statistics, we can find the “hot spot” of a program and think about ways of improvement. ...

Why you need a minimum-viable profiler

Pete Warden's blog

Photo by Antonio Rodriguez Chances are that you'll hit performance problems on any non-trivial project, so you'll need some kind of profiling. Scripting languages have poor profiling support, with int...

Tracing

Software Architecture with C plus plus

The last technique we'll discuss in this section is meant for distributed systems. When looking at the overall system, often deployed in the cloud, profiling your software on one box won't tell you th...

Code profilers — how to save time and your sanity

Level Up Coding

I exhaled sharply as I looked at my screens, unsure where to focus my efforts. I went through the lines, shaking my head and wondering which part of the code would be causing the program to slow…

Profiling in Go

Better Programming

A brief guide to explain your app’s connection with your CPU or memory Photo by Kai Dahms on Unsplash What Is Profiling, and Why Is It Useful? Have you ever wanted to dig deeper for explanations as t...

Meet Pandas-Profiling: A Python Library for Data Analysis

Python in Plain English

How to use pandas-profiling for data analysis In the last notebook, we have seen some methods in pandas that can help us in analyzing data. If you have not checked out the last article, you can go an...