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The Design & Implementation of the CPython Virtual Machine (blog.codingconfessions.com)
Are Function Calls Still Slow in Python? An Analysis of Recent Optimizations in CPython (blog.codingconfessions.com)
Two Threads, One Core: How Simultaneous Multithreading Works Under the Hood (blog.codingconfessions.com)
CPython Garbage Collection: The Internal Mechanics and Algorithms (blog.codingconfessions.com)
How Python Compares Floats and Ints: When Equals Isn’t Really Equal (blog.codingconfessions.com)
A Deep Dive into the Underlying Architecture of Groq's LPU (codeconfessions.substack.com)
CPython Dynamic Dispatch Internals: What Happens When You do a + b? (codeconfessions.substack.com)
CPython Object System Internals: Understanding the Role of PyObject (codeconfessions.substack.com)
What Every Developer Should Know About GPU Computing (codeconfessions.substack.com)
An Analysis of DeepMind's 'Language Modeling Is Compression' Paper (codeconfessions.substack.com)
How to build a computer using origami (apieceofthepi.substack.com)
How CPython Implements and Uses Bloom Filters for String Processing (codeconfessions.substack.com)
Inside CPython’s Clever Use of Bloom Filters for Efficient String Processing
Bloom Filters and Beyond: An Illustrated Introduction and Implementation (codeconfessions.substack.com)
An illustrated introduction to bloom filters—learn their implementation, and applications. Also, explore the Counting Bloom Filter extension!
Understanding Immortal Objects in Python 3.12: A Deep Dive into Python Internals (codeconfessions.substack.com)
A detailed examination of Python 3.12’s internal changes featuring the concept of ‘immortal’ objects, for performance enhancements
How CPython Implements Reference Counting: Dissecting CPython Internals (codeconfessions.substack.com)
An Extensive Walkthrough of Python’s Primary Memory Management Technique, Reference Counting
LZ77 Is All You Need? Why Gzip + KNN Works for Text Classification (codeconfessions.substack.com)
Decoding the Success of Gzip + KNN: The Central Role of LZ77