Repository for the book Fast Python - published by Manning
Code & Slides for the EuroPython 2024 Talk "Profile, Optimize, Repeat: One Core Is All You Need™"
Runtime compiler for numerical Python
Code for the book "High Performance Python" by Micha Gorelick and Ian Ozsvald with OReilly
Optimised tools for group-indexing operations: aggregated sum and more
Code for the book "High Performance Python 2e" by Micha Gorelick and Ian Ozsvald with OReilly
Parallel Computing starter project to build GPU & CPU kernels in CUDA & C++ and call them from Py...
Experimental Gradient Boosting Machines in Python with numba.
NumPy aware dynamic Python compiler using LLVM
A collection of code snippets from the publication Daily Dose of Data Science on Substack: http:/...
Numba-accelerated statistical distributions
An experiment about Numpy and pyhandle/hpy
A suite of benchmarks for CPU and GPU performance of the most popular high-performance libraries ...
A low-impact profiler to figure out how much memory each task in Dask is using
Curated list of Awesome Python Machine Learning frameworks, libraries, tools, etc.
Fast numerical array expression evaluator for Python, NumPy, Pandas, PyTables and more