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cdan

Code release for "Conditional Adversarial Domain Adaptation" (NIPS 2018)

cgnf

Causal-Graphical Normalizing Flow, AAAI22.

contests

repository for coding contest problems

csqa_code

cuda

Contradistinguisher for Unsupervised Domain Adaptation, ICDM 2019.

deep-learning-boot-camp

A community run, 5-day PyTorch Deep Learning Bootcamp

dla

DLA - Diffusion Limited Aggregation

ds222-poincare-embedding

Distributed experiments on Poincare Embeddings using TensorFlow, PyTorch and HOROVOD.

ds222_assignment1

Naive Bayes classifier implementation for DBPedia dataset with 50 classes

ds222_assignment2

Distributed SGD with Parameter Server

dt8122-2023

Nordic Probabilistic AI School (ProbAI) 2023 - PhD Course (DT8122)

exporttensorflowlog

Export TensorFlow logs to common easy to read formats (csv-files, png-images, ...)

graphical-normalizing-flows

Combining smooth constraint for building DAG with normalizing flow in order to replace autoregressive transformations while keeping tractable Jacobian.

image_captioning

generate captions for images using a CNN-RNN model that is trained on the Microsoft Common Objects in COntext (MS COCO) dataset

markdown-cheatsheet

Markdown Cheatsheet for Github Readme.md

neurips2019_disentanglement_challenge_starter_kit

Starter Kit for the NeurIPS 2019 Disentanglement Challenge

nlu1

Language models for text generation from Brown and Gutenberg Corpus

nlu2

LSTM Based Character and Word Level Language Models

nlu3

NLU Assignment 3 - Sequential Named entity recognition

poincare-embeddings

PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"

pytorch-cyclegan-and-pix2pix

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

rhognf

ρ-GNF : A Novel Sensitivity Analysis Approach Under Unobserved Confounders using Gaussian Copula

self-ensemble-visual-domain-adapt

Code repository for the small image experiments our paper 'Self-ensembling for Domain Adaptation'

traffic_sign_classifier

A traffic sign classifier built with TensorFlow