stanbiryukov

apollo

Highly performant and scalable out-of-the-box gaussian process regression and Bernoulli classification. Built upon GPyTorch, with a familiar sklearn api.

bayesian-sde

Code for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"

BayesNewton

Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.

gribflow

Access open data gribs at any requested time stamp by efficiently parsing and utilizing optical flow methods to advect relevant parameters via a FastAPI interface.

Nyx

Fast and scalable RBF interpolation

sklearn-GLMM

scikit-learn wrapper for generalized linear mixed model methods in R

STACOverflow

DrivenData flood prediction model

survival

Survival analysis via machine learning

stanbiryukov/sklearn-GLMM

scikit-learn wrapper for generalized linear mixed model methods in R

stanbiryukov/Nyx

Fast and scalable RBF interpolation

stanbiryukov/apollo

Highly performant and scalable out-of-the-box gaussian process regression and Bernoulli classification. Built upon GPyTorch, with a familiar sklearn api.

stanbiryukov/gribflow

Access open data gribs at any requested time stamp by efficiently parsing and utilizing optical flow methods to advect relevant parameters via a FastAPI interface.

stanbiryukov/STACOverflow

DrivenData flood prediction model

stanbiryukov/survival

Survival analysis via machine learning

stanbiryukov/bayesian-sde

Code for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"

stanbiryukov/BayesNewton

Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.

stanbiryukov/cookiecutter-hypermodern-python

Hypermodern Python Cookiecutter

stanbiryukov/determined

Determined: Deep Learning Training Platform

stanbiryukov/github-to-sqlite

Save data from GitHub to a SQLite database

stanbiryukov/hf-chat-ui

Open source codebase powering the HuggingChat app

stanbiryukov/httpx

A next generation HTTP client for Python. 🦋

stanbiryukov/mkdocstrings

:blue_book: Automatic documentation from sources, for MkDocs.

stanbiryukov/mkposters

Make posters from Markdown files.

stanbiryukov/modal-examples

Examples of programs built using Modal

stanbiryukov/neural_stpp

Deep generative modeling for time-stamped heterogeneous data, enabling high-fidelity models for a large variety of spatio-temporal domains.

stanbiryukov/observable-jupyter

stanbiryukov/PyTorch-LBFGS

A PyTorch implementation of L-BFGS.

stanbiryukov/pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

stanbiryukov/SSA

Streamlit demo visualizing AUS hail reports

stanbiryukov/torchdyn

A PyTorch based library for all things neural differential equations and implicit neural models.

stanbiryukov/torche

Highly performant auto PyTorch feed forward neural network with scikit-learn API.