MA-INF 4222: NLP Lab (University of Bonn)
倉庫
wiseodd 的倉庫
Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.
PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks
Advent of Code 2015 solutions in Rust
Advent of Code 2016 in OCaml
Agustinus' Advent of Code 2024 Solutions in Gleam
AOC 2025 solutions in Roc
ASDL: Automatic Second-order Differentiation Library for PyTorch
Source code for Kristiadi and Pranowo, 2017's "Deep Convolutional Level Set Method for Image Segmentation"
Implementation of: Kristiadi, Agustinus, and Asja Fischer. "Predictive Uncertainty Quantification with Compound Density Networks." (2019).
Reproducing Hu, et. al., ICML 2017's "Toward Controlled Generation of Text"
Comparison between CUDA and CPU for PSO using 3-dimensional Levy function as test case
scipy linear operators for the Hessian, Fisher/GGN, and more in PyTorch
My solution to https://exercism.org/tracks/gleam
pytorch implementation of fast-neural-style
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Code for "Accelerating Natural Gradient with Higher-Order Invariance"