sobalgi

cGNF-Tutorials

Python Tutorials for cGNF Implementation

CDAN

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

cGNF

Causal-Graphical Normalizing Flow, AAAI22.

cuda

Contradistinguisher for Unsupervised Domain Adaptation, ICDM 2019.

DLA

DLA - Diffusion Limited Aggregation

DS222-Poincare-Embedding

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

DS222_assignment2

Distributed SGD with Parameter Server

Graphical-Normalizing-Flows

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

NLU1

Language models for text generation from Brown and Gutenberg Corpus

self-ensemble-visual-domain-adapt

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

sobalgi/cuda

Contradistinguisher for Unsupervised Domain Adaptation, ICDM 2019.

sobalgi/DLA

DLA - Diffusion Limited Aggregation

sobalgi/DS222-Poincare-Embedding

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

sobalgi/cGNF

Causal-Graphical Normalizing Flow, AAAI22.

sobalgi/DS222_assignment2

Distributed SGD with Parameter Server

sobalgi/NLU1

Language models for text generation from Brown and Gutenberg Corpus

sobalgi/CDAN

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

sobalgi/Graphical-Normalizing-Flows

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

sobalgi/self-ensemble-visual-domain-adapt

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

sobalgi/contests

repository for coding contest problems

sobalgi/CSQA_Code

sobalgi/Deep-Learning-Boot-Camp

A community run, 5-day PyTorch Deep Learning Bootcamp

sobalgi/DS222_Assignment1

Naive Bayes classifier implementation for DBPedia dataset with 50 classes

sobalgi/dt8122-2023

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

sobalgi/exportTensorFlowLog

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

sobalgi/image_captioning

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

sobalgi/markdown-cheatsheet

Markdown Cheatsheet for Github Readme.md

sobalgi/neurips2019_disentanglement_challenge_starter_kit

Starter Kit for the NeurIPS 2019 Disentanglement Challenge

sobalgi/NLU2

LSTM Based Character and Word Level Language Models

sobalgi/NLU3

NLU Assignment 3 - Sequential Named entity recognition

sobalgi/poincare-embeddings

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

sobalgi/pytorch-CycleGAN-and-pix2pix

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

sobalgi/rhoGNF

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

sobalgi/traffic_sign_classifier

A traffic sign classifier built with TensorFlow