Agustinus Kristiadi (wiseodd)

wiseodd

Geek Repo

Company:Vector Institute

Location:Toronto

Home Page:https://agustinus.kristia.de

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MethodsOfMachineLearning

Agustinus Kristiadi's starred repositories

ungoogled-chromium

Google Chromium, sans integration with Google

Language:PythonLicense:BSD-3-ClauseStargazers:19153Issues:304Issues:2043

darktable

darktable is an open source photography workflow application and raw developer

Language:CLicense:GPL-3.0Stargazers:8879Issues:172Issues:7053

oni2

Native, lightweight modal code editor

Language:ReasonLicense:MITStargazers:7760Issues:84Issues:1583

Conference-Acceptance-Rate

Acceptance rates for the major AI conferences

Language:Jupyter NotebookLicense:MITStargazers:3881Issues:127Issues:28

tikzplotlib

:bar_chart: Save matplotlib figures as TikZ/PGFplots for smooth integration into LaTeX.

Language:PythonLicense:MITStargazers:2330Issues:47Issues:282

minted

minted is a LaTeX package that provides syntax highlighting using the Pygments library. Highlighted source code can be customized using fancyvrb.

geomstats

Computations and statistics on manifolds with geometric structures.

Language:Jupyter NotebookLicense:MITStargazers:1162Issues:36Issues:520

pgf

A Portable Graphic Format for TeX

LaTeX.js

JavaScript LaTeX to HTML5 translator

Language:LiveScriptLicense:MITStargazers:726Issues:17Issues:87

bayesian-torch

A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch

Language:PythonLicense:BSD-3-ClauseStargazers:466Issues:17Issues:26

probnum

Probabilistic Numerics in Python.

Language:PythonLicense:MITStargazers:427Issues:8Issues:299

Laplace

Laplace approximations for Deep Learning.

Language:PythonLicense:MITStargazers:421Issues:9Issues:119

minLoRA

minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.

Language:Jupyter NotebookLicense:MITStargazers:395Issues:9Issues:8

hamiltorch

PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks

Language:Jupyter NotebookLicense:BSD-2-ClauseStargazers:392Issues:14Issues:21

hyppo

Python package for multivariate hypothesis testing

Language:PythonLicense:NOASSERTIONStargazers:214Issues:6Issues:154

nngeometry

{KFAC,EKFAC,Diagonal,Implicit} Fisher Matrices and finite width NTKs in PyTorch

Language:PythonLicense:MITStargazers:195Issues:6Issues:31

gauche

A Library for Gaussian Processes in Chemistry

Language:Jupyter NotebookLicense:MITStargazers:179Issues:5Issues:15

asdl

ASDL: Automatic Second-order Differentiation Library for PyTorch

Language:PythonLicense:MITStargazers:175Issues:5Issues:3

openreview-py

Official Python client library for the OpenReview API

Language:PythonLicense:MITStargazers:132Issues:14Issues:515

csgmcmc

Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning

Language:Jupyter NotebookStargazers:91Issues:7Issues:5

FBNN

Code for "Functional variational Bayesian neural networks" (https://arxiv.org/abs/1903.05779)

olympus

Olympus: a benchmarking framework for noisy optimization and experiment planning

Language:Jupyter NotebookLicense:MITStargazers:80Issues:12Issues:28

nn_graphics

Artificial Neural Network related TikZ Graphics

Language:TeXLicense:MITStargazers:72Issues:4Issues:0

geometric-certificates

Geometric Certifications of Neural Nets

higher_order_invariance

Code for "Accelerating Natural Gradient with Higher-Order Invariance"

Language:MATLABLicense:GPL-3.0Stargazers:30Issues:6Issues:0

google-scholar-in-moderncv-latex-template

How to include a google-scholar link in modern cv LaTex template.

Language:TeXStargazers:25Issues:1Issues:0

TGP.pytorch

Repository for the work Transforming Gaussian Processes with Normalizing Flows published at AISTATS 2021

Language:PythonLicense:GPL-3.0Stargazers:23Issues:3Issues:0

torch-mnf

Multiplicative Normalizing Flows in PyTorch.

Language:PythonLicense:MITStargazers:22Issues:7Issues:1

singd

SINGD: KFAC-like Structured Inverse-Free Natural Gradient Descent (http://arxiv.org/abs/2312.05705)

curvlinops

scipy linear operators for the Hessian, Fisher/GGN, and more in PyTorch

Language:PythonLicense:MITStargazers:14Issues:4Issues:32