Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Python Data Science Handbook: full text in Jupyter Notebooks

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Understanding Deep Learning - Simon J.D. Prince

Book about interpretable machine learning

🎓 无需编写任何代码即可轻松创建漂亮的学术网站 Easily create a beautiful academic résumé or educational website using Hugo and GitHub. No code.

Python for Materials Machine Learning, Materials Descriptors, Machine Learning Force Fields, Deep Learning, etc.

LAMMPS tutorials for Beginners

Jupyter notebooks demonstrating the utilization of open-source codes for the study of materials science.

Simulação Estocástica

Introdução a Redes Neurais com PyTorch. Ministrado no Python Brasil 2020.

Supporting data of submitted paper "Detecting dynamic domains and local fluctuations in complex molecular systems via timelapse neighbors shuffling".

Master thesis

Massively Parallel Histogram Sort

a tutorial with and example for using The Materials Project API