ml_for_hackers

Code accompanying the book "Machine Learning for Hackers"

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

nebullvm

Plug and play modules to boost the performances of your AI systems 🚀

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

nn

🧠 Minimal implementations of neural network architectures and layers in PyTorch with side-by-side notes

noar

R interface to the National Observatory of Athens weather stations

openai-cookbook

Examples and guides for using the OpenAI API

papers

Summaries of machine learning papers

papers-literature-ml-dl

Widely used and useful papers related to machine learning and deep learning

phd-thesis

Repository of my thesis "Understanding Random Forests"

pixtransform

[ICCV 2019] Guided Super-Resolution as a Learned Pixel-to-Pixel Transformation

posterdown

Use RMarkdown to generate PDF Conference Posters via HTML

practical-statistics-for-data-scientists

Code repository for O'Reilly book

practicalai

📚 A practical approach to machine learning.

prml

PRML algorithms implemented in Python

professional-programming

A collection of learning resources for curious software engineers

project-based-learning

Curated list of project-based tutorials

project-guidelines

A set of best practices for JavaScript projects

python

All Algorithms implemented in Python

pythonnumericaldemos

Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.

pytorch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

r4ds

R for data science: a book

rcpproll

Fast rolling functions through Rcpp

regmetrics

Error metrics for Regression Models

resources

rhydro_vegu21

Using R in Hydrology - vEGU2021 Short Course

rnoaa

R interface to many NOAA data APIs

roweb2

rOpenSci website

rust

All Algorithms implemented in Rust

satellite-image-deep-learning

Resources for deep learning with satellite & aerial imagery