stanbiryukov

stanbiryukov

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stanbiryukov's repositories

sklearn-GLMM

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

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Nyx

Fast and scalable RBF interpolation

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apollo

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

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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.

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STACOverflow

DrivenData flood prediction model

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survival

Survival analysis via machine learning

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bayesian-sde

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

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BayesNewton

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

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cookiecutter-hypermodern-python

Hypermodern Python Cookiecutter

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determined

Determined: Deep Learning Training Platform

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github-to-sqlite

Save data from GitHub to a SQLite database

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hf-chat-ui

Open source codebase powering the HuggingChat app

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httpx

A next generation HTTP client for Python. 🦋

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mkdocstrings

:blue_book: Automatic documentation from sources, for MkDocs.

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mkposters

Make posters from Markdown files.

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modal-examples

Examples of programs built using Modal

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neural_stpp

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

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PyTorch-LBFGS

A PyTorch implementation of L-BFGS.

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pytorch-lightning

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

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SSA

Streamlit demo visualizing AUS hail reports

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torchdyn

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

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torche

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

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