Repository Index

500 Lines or Less

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

• deep-learning
• machine-learning
• linear-algebra
• mit

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

• numpy
• python
• linear-algebra
• data-science

Main Web Site (Online Books)

• book
• raytracing
• ray-tracing
• markdeep

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

• tensorflow
• machine-learning
• regression
• convolutional-neural-networks

PHP 7 Version of the cargo sample used in Eric Evans DDD book

• cargo-sample
• php
• eric-evans-book
• ddd

Online version of Bischl, B., Sonabend, R., Kotthoff, L., & Lang, M. (Eds.). (2024). "Applied Machine Learning Using mlr3 in R". CRC Press.

• mlr3
• machine-learning
• book
• bookdown

Source code of the Theoretical Physics Reference online book

• theoretical-physics
• reference
• book
• physics