RyanJafefKelly

RyanJafefKelly's Stars

• charlax/professional-programming

  A collection of learning resources for curious software engineers

  Language:Python47.5k970283.8k

• google-research/tuning_playbook

  A playbook for systematically maximizing the performance of deep learning models.

  28.4k293442.3k

• kdeldycke/awesome-falsehood

  😱 Falsehoods Programmers Believe in

  25.4k37631592

• norvig/pytudes

  Python programs, usually short, of considerable difficulty, to perfect particular skills.

  Language:Jupyter Notebook23.3k783412.4k

• ml-explore/mlx

  MLX: An array framework for Apple silicon

  Language:C++20k1656681.1k

• state-spaces/mamba

  Mamba SSM architecture

  Language:Python14.4k1056291.3k

• facebookresearch/hydra

  Hydra is a framework for elegantly configuring complex applications

  Language:Python9.2k1291.4k670

• mwouts/jupytext

  Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts

  Language:Python6.8k72705401

• google-deepmind/penzai

  A JAX research toolkit for building, editing, and visualizing neural networks.

  Language:Python1.7k192059

• AI-Hypercomputer/maxtext

  A simple, performant and scalable Jax LLM!

  Language:Python1.7k40119333

• google-research/dex-lang

  Research language for array processing in the Haskell/ML family

  Language:Haskell1.6k56361109

• chi-feng/mcmc-demo

  Interactive Markov-chain Monte Carlo Javascript demos

  Language:JavaScript840257117

• f-dangel/cockpit

  Cockpit: A Practical Debugging Tool for Training Deep Neural Networks

  Language:Python474111622

• ChrisWaites/jax-flows

  Normalizing Flows in JAX 🌊

  Language:Python2807419

• freelunchtheorem/Conditional_Density_Estimation

  Package implementing various parametric and nonparametric methods for conditional density estimation

  Language:Python194111426

• betanalpha/mcmc_diagnostics

  Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan

  Language:HTML84728

• lmizrahi/etas

  calibrate ETAS, simulate using ETAS, estimate completeness magnitude & magnitude frequency distribution

  Language:Python836627

• blackjax-devs/sampling-book

  Tutorials and sampling algorithm comparisons

  Language:TeX7242615

• mackelab/simformer

  Combination of transformers and diffusion models for flexible all-in-one simulation-based inference

  Language:Jupyter Notebook60827

• cxh1996108/Probability-Theory-and-Examples-5th-edition

  Solution and Useful Links

  48108

• normal-computing/thermox

  Exact OU processes with JAX

  Language:Python4212128

• dirmeier/sbijax

  Simulation-based inference in JAX

  Language:Python314174

• egstatsml/arxivsearch

  Pulls papers from arXiv on a weekly basis

  Language:Python30513

• betanalpha/quarto_chapters

  Book Chapter Drafts

  Language:HTML29516

• geraschenko/gmrfs

  Gaussian Markov Random Fields (GMRFs) and Integrated Nested Laplace Approximation (INLA)

  Language:Jupyter Notebook19201

• danielward27/rnpe

  Language:Jupyter Notebook4101

• himelmallick/awesome_datascience_travel_grants

  A curated list of early career data science student paper awards and travel grants.

  3100

• cdrovandi/Robust-BSL

  Implementation of the robust Bayesian synthetic likelihood method of https://arxiv.org/abs/1904.04551 for some examples

  Language:MATLAB2101

• john-wang1015/BiologistGuideForSBI

  Language:MATLAB20

• RyanJafefKelly/wrongbutusefulsbi

  Benchmark of misspecified examples common in the SBI literature

  Language:Python2110