Stars
an implementation of the CCSDS Space Packet Primary Header in Rust
A toolkit providing a uniform interface for connecting to and extracting data from a wide variety of (potentially remote) data stores (including HDFS, Hive, Presto, MySQL, etc).
Python version of the SGP4 satellite position library
a heap with decrease-key and increase-key operations
Library of satellite related functions in python
Genome modeling and design across all domains of life
Exploration of selection processes in SAT test-taking
TORAX: Tokamak transport simulation in JAX
Code repository for MIT OCW 18.065: Matrix Methods in Data Analysis, Signal Processing, and Machine Learning
LaTeX source and supporting code for The Little Book of Semaphores, by Allen Downey.
Text and supporting code for Think OS: A Brief Introduction to Operating Systems, by Allen Downey.
Pytorch implementation of various autoencoders (contractive, denoising, convolutional, randomized)
Animation of standard and transposed convolutional layers
Demonstration of low rank matrix approximations via singular value decomposition
MIT 18.065 Class Project to segment nuclei-stain images using spatial Raman spectra
Cross Beat (xbe.at) - Your hub for python, machine learning and AI tutorials. Explore Python tutorials, AI insights, and more.
Collection of important articles to be treated as a textbook
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
Deep learning for dummies. All the practical details and useful utilities that go into working with real models.
Unsupervised text tokenizer for Neural Network-based text generation.
Book repository for The Turing Way: a how to guide for reproducible, ethical and collaborative data science
cz-benchmarks is a package for standardized evaluation and comparison of machine learning models for biological applications.
Live Fuel Moisture Content (LFMC) from satellite data
PyTorch building blocks for the OLMo ecosystem
OLMost every training recipe you need to perform data interventions with the OLMo family of models.