sdesabbata

Stef De Sabbata's starred repositories

manim

Animation engine for explanatory math videos

Language:PythonMIT61261 885 1130

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Language:PythonMIT52756 440 130

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Language:Jupyter NotebookApache-2.035627 370 65

LLMs-from-scratch

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

Language:Jupyter NotebookNOASSERTION24576 277 67

manim

A community-maintained Python framework for creating mathematical animations.

Language:PythonMIT20301 133 1487

pykan

Kolmogorov Arnold Networks

Language:Jupyter NotebookMIT14062 107 322

trax

Trax — Deep Learning with Clear Code and Speed

Language:PythonApache-2.08024 145 232

instruct-pix2pix

Language:PythonNOASSERTION6179 70 116

state-of-open-source-ai

:closed_book: Clarity in the current fast-paced mess of Open Source innovation

Language:TeXNOASSERTION1487 22 41

tidy-text-mining

Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson

Language:TeXNOASSERTION1311 133 69

gpu-jupyter

GPU-Jupyter: Leverage the flexibility of Jupyterlab through the power of your NVIDIA GPU to run your code from Tensorflow and Pytorch in collaborative notebooks on the GPU.

Language:Jupyter NotebookApache-2.0688 17 94

Papers-in-100-Lines-of-Code

Implementation of papers in 100 lines of code.

Language:PythonMIT667 20 9

geospatial-data-catalogs

A list of open geospatial datasets available on AWS, Earth Engine, Planetary Computer, NASA CMR, and STAC Index

Language:Jupyter NotebookMIT509 230

osm-python-tools

A library to access OpenStreetMap related services

Language:PythonGPL-3.0417 16 59

InfoGraph

Official code for "InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization" (ICLR 2020, spotlight)

Language:Python312 7 12

smltar

Manuscript of the book "Supervised Machine Learning for Text Analysis in R" by Emil Hvitfeldt and Julia Silge

Language:TeXNOASSERTION249 15 163

huggingfaceR

Hugging Face state-of-the-art models in R

Language:RNOASSERTION131 8 14

MapReader

A computer vision pipeline for exploring and analyzing images at scale

Language:Jupyter NotebookNOASSERTION77 5 301

GraphLoG

Implementation of Self-supervised Graph-level Representation Learning with Local and Global Structure (ICML 2021).

Language:Python73 8 3

CASA0005repo

Bookdown :book: for CASA0005 practicals: https://andrewmaclachlan.github.io/CASA0005repo/

Language:HTMLCC-BY-SA-4.059 4 9

learnable_fourier_positional_encoding

Learnable Fourier Features for Multi-Dimensional Spatial Positional Encoding

Language:PythonMIT39 30

mastodon-rspatial

This repository contains Mastodon accounts of #rspatial developers and contributors 👩‍💻 👨‍💻, as well as some of their communities 📣 .

38 1 1

tidyrainbow

Official repo for the #tidyRainbow project

Language:RCC0-1.035 4 6

teaching-programming-for-gis

Jupyter notebooks to teach an introduction to Programming for GIS, including core Python concepts and packages to work with vector, raster, and network data.

Language:Jupyter Notebook25 40