99snowleopards's starred repositories
computer-science
🎓 Path to a free self-taught education in Computer Science!
Modern-CPP-Programming
Modern C++ Programming Course (C++03/11/14/17/20/23/26)
ml-engineering
Machine Learning Engineering Open Book
quantstats
Portfolio analytics for quants, written in Python
co-tracker
CoTracker is a model for tracking any point (pixel) on a video.
what_are_embeddings
A deep dive into embeddings starting from fundamentals
the-art-of-debugging
The Art of Debugging
conformal-prediction
Lightweight, useful implementation of conformal prediction on real data.
weatherbench2
A benchmark for the next generation of data-driven global weather models.
Econometrics-With-Python
Tutorials of econometrics featuring Python programming. This is a crash course for reviewing the most important concepts and techniques of basic econometrics, the theories are presented lightly without hustles of derivation and Python codes are straightforward.
algorithmic-efficiency
MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvements in both training algorithms and models.
modulus-makani
Massively parallel training of machine-learning based weather and climate models
awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
ai-models-for-all
Run AI NWP forecasts hassle-free, serverless in the cloud!
pycontrails
Python library for modeling contrails and other aviation climate impacts
Data-Assimilation-Fundamentals
This repository is a resource complementary to the book: Data Assimilation Fundamental: A unified formulation for state and parameter estimation
rust-for-data
rust-for-data
Stochastic-Processes
My book: Gentle Introduction to Chaotic Dynamical Systems. Includes stochastic dynamical systems and statistical properties of numeration systems in any dimension.
paramfittorchdemo
How to use pytorch to fit parameters of differential equations