Agustinus Kristiadi (wiseodd)

wiseodd

Geek Repo

Company:Vector Institute

Location:Toronto

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

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Organizations
MethodsOfMachineLearning

Agustinus Kristiadi's repositories

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

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pub-ready-plots

Agustinus' very opiniated publication-ready plotting library

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wiseodd.github.io

Agustinus‘ personal website and blog

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compound-density-networks

Implementation of: Kristiadi, Agustinus, and Asja Fischer. "Predictive Uncertainty Quantification with Compound Density Networks." (2019).

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lapeft-bayesopt

Discrete Bayesian optimization with LLMs, PEFT finetuning methods, and the Laplace approximation.

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laplace-bayesopt

Laplace approximated BNN surrogate for BoTorch

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llm-bayesopt-exps

Official experiment code for the "Sober Look at LLMs for Material Discovery" paper.

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

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rust-playground

Trying out Rust and `tch-rs` (Rust binding for `libtorch`)

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rustlox

Lox interpreter in Rust

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ziglox

Lox compiler written in Zig

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asdl

ASDL: Automatic Second-order Differentiation Library for PyTorch

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curvlinops

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

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exercism-gleam

My solution to https://exercism.org/tracks/gleam

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kickstart.nvim

A launch point for your personal nvim configuration

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laplace-redux

Laplace Redux -- Effortless Bayesian Deep Learning

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molskill

Extracting medicinal chemistry intuition via preference machine learning

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olympus

Olympus: a benchmarking framework for noisy optimization and experiment planning

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stdlib

🎁 Gleam's standard library

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synthetic_accessibility_project

Project files for synthetic accessibility project.

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turm

TUI for the Slurm Workload Manager

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vim-paper

A light theme for (Neo)Vim, based on the colour of paper as found in various notebooks.

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