wittawatj

kernel-gof

NeurIPS 2017 best paper. An interpretable linear-time kernel goodness-of-fit test.

interpretable-test

NeurIPS 2016. Linear-time interpretable nonparametric two-sample test.

cadgan

ICML 2019. Turn a pre-trained GAN model into a content-addressable model without retraining.

kernel-ep

UAI 2015. Kernel-based just-in-time learning for expectation propagation

kernel-mod

NeurIPS 2018. Linear-time model comparison tests.

fsic-test

ICML 2017. Kernel-based adaptive linear-time independence test.

kernel-cgof

UAI 2020. Kernel goodness-of-fit tests for conditional density models.

k2abc

AISTATS 2016. K2-ABC: Approximate Bayesian Computation with Kernel Embeddings.

GAN_stability

Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"

awesome-mlss

List of summer schools in machine learning + related fields across the globe

cmdprod

Automatically generate command-line arguments for parameter sweeping

configs

my Linux configuration files

mlss2020-code

Code for backend processing of MLSS 2020, Tuebingen http://mlss.tuebingen.mpg.de/2020/

model-comparison-test

NeurIPS 2019. Kernel Stein Tests for Multiple Model Comparison.

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

test-sphinx

bam-read-count

i3-gnome

Use i3 with GNOME Session integration.

igms

Implicit generative models and related stuff based on the MMD, in PyTorch

independent-jobs

Python framework for independent computation with backends for batch clusters

jekyll-jupyter-notebook2

l1_two_sample_test

maf

Masked Autoregressive Flow

mltrain-nips-2017

This repository contains all the material for the MLTrain NIPS workshop

PerceptualSimilarity

Learned Perceptual Image Patch Similarity (LPIPS) metric. In CVPR, 2018.

pytorch-mdn

Mixture Density Networks for PyTorch

pytorch-summary

Model summary in PyTorch similar to `model.summary()` in Keras

sab2019_learnalgo

SAB 2019 at the MPI-IS EI department. "Learning algorithms overview poster

TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

wj-jupyter-notebook-theme

Personal theme that I use for iPython notebooks