sobalgi

cGNF

Causal-Graphical Normalizing Flow, AAAI22.

dt8122-2023

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

cuda

Contradistinguisher for Unsupervised Domain Adaptation, ICDM 2019.

rhoGNF

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

Graphical-Normalizing-Flows

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

neurips2019_disentanglement_challenge_starter_kit

Starter Kit for the NeurIPS 2019 Disentanglement Challenge

DLA

DLA - Diffusion Limited Aggregation

self-ensemble-visual-domain-adapt

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

CDAN

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

markdown-cheatsheet

Markdown Cheatsheet for Github Readme.md

pytorch-CycleGAN-and-pix2pix

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

DS222-Poincare-Embedding

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

DS222_assignment2

Distributed SGD with Parameter Server

Deep-Learning-Boot-Camp

A community run, 5-day PyTorch Deep Learning Bootcamp

DS222_Assignment1

Naive Bayes classifier implementation for DBPedia dataset with 50 classes

poincare-embeddings

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

exportTensorFlowLog

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

CSQA_Code

image_captioning

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

NLU2

LSTM Based Character and Word Level Language Models

NLU3

NLU Assignment 3 - Sequential Named entity recognition

NLU1

Language models for text generation from Brown and Gutenberg Corpus

traffic_sign_classifier

A traffic sign classifier built with TensorFlow

contests

repository for coding contest problems