Profiling Libraries

Pyroscope is an open source continuous profiling platform. It will help you: Pyroscope supports all major architectures and is very easy to install. For example, here is how you install on a mac: Pyr…

cleanlab is: cleanlab supports Linux, macOS, and Windows and runs on Python 3.7+. cleanlab can find label issues from any model's predicted class probabilities if you can produce them yourself. This …

VizTracer is a low-overhead logging/debugging/profiling tool that can trace and visualize your python code execution. The preferred way to install VizTracer is via pip Assume you have a python script…

Palanteer is a set of lean and efficient tools to improve the quality of software, for C++ and Python programs. Simple code instrumentation, mostly automatic in Python, delivers powerful features: Pa…

Soda Core is a free, open-source, command-line tool that enables you to use the Soda Checks Language to turn user-defined input into aggregated SQL queries. When it runs a scan on a dataset, Soda Cor…

Technical Blogs (Free Reading): It was created by tracing the code. secimport automatically finds these per-module syscalls for you. Finally, you convert this policy into an sandbox (eBPF instrumenta…

This package provides analytics and distributed tracing for event-driven applications running on AWS Lambda. From your project directory: Your folder structure for the function should look similar to…

Pycytominer is a suite of common functions used to process high dimensional readouts from high-throughput cell experiments. The tool is most often used for processing data through the following pipel…

The main idea is to inject a custom code inside Python process (already running or going to be launched) and analyze its behavior with no any code modifications. Say no to "prints" and garbage in deb…