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  • A2I2, Deakin University
  • Victoria, Australia

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This repository contains the codebase for our accepted paper in the Research Track of WACV'24, titled 'Domain Generalization via Risk Distribution Matching'.

Python 16 Updated Sep 19, 2024

Topological Ordering in Differentiable Bayesian Structure Learning with Guaranteed Acyclicity Constraint – ICDM 2023

Python 5 Updated Nov 6, 2023

Differentiable DAG Sampling (ICLR 2022)

C++ 36 7 Updated Jul 11, 2022

Heteroscedastic Causal Structure Learning (HOST) - ECAI 2023

Python 6 Updated May 3, 2024

This repository contains the codebase for our accepted paper in the Research Track of KDD'23, titled 'Causal-Inference-via-Style-Transfer-for-OOD-Generalisation'.

Python 22 1 Updated Feb 29, 2024

BEELINE: evaluation of algorithms for gene regulatory network inference

Python 175 53 Updated Aug 25, 2024

Diffeomorphic Information Neural Estimation (DINE) - AAAI 2023

Python 8 1 Updated Jul 3, 2023

Zalo AI Challenge 2020: News Summarization - Runner-up solution

Python 20 9 Updated Dec 4, 2020

Tensorflow Certification Exam: Practice

Jupyter Notebook 50 25 Updated Dec 14, 2020

Latent representation based Conditional Independence Test (LCIT) - ICDM 2022

Python 7 1 Updated Jul 3, 2023

Shecodes Hackathon 2021

HTML 5 Updated Aug 15, 2021

Simple simulation of federated learning (FedAvg) using Flower framework

Python 22 4 Updated Dec 8, 2021

An ongoing list of pandas quirks

Jupyter Notebook 944 132 Updated May 8, 2023

Setup and customize deep learning environment in seconds.

Python 6,321 749 Updated Jan 29, 2023

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

9,744 1,586 Updated Aug 31, 2023

Conditional Divergence based Causal Inference (CDCI) - CLeaR 2022

Python 8 Updated Oct 28, 2022

PyTorch Tutorial for Deep Learning Researchers

Python 30,240 8,136 Updated Aug 15, 2023

TensorFlow Tutorials with YouTube Videos

Jupyter Notebook 9,279 4,189 Updated Jan 15, 2021

ML/DL study, mainly CV

Jupyter Notebook 1 Updated Mar 5, 2023

This floats chrome windows with i3wm while dragging tabs.

Python 42 4 Updated Apr 10, 2023

Siamese and triplet networks with online pair/triplet mining in PyTorch

Python 3,107 634 Updated Apr 29, 2023

Repo for the Deep Reinforcement Learning Nanodegree program

Jupyter Notebook 4,888 2,340 Updated Nov 16, 2023

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

Jupyter Notebook 348 124 Updated Apr 1, 2021

A wizard's guide to Adversarial Autoencoders

Python 429 118 Updated Oct 17, 2021

Framework For Misbehavior Detection in C-ITS (ITS-G5 & C-V2X)

Python 63 36 Updated Sep 13, 2023

A Vietnamese natural language processing toolkit (NAACL 2018)

Java 592 145 Updated Feb 12, 2023

PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)

661 94 Updated Jul 23, 2024

Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"

Python 666 186 Updated Jan 11, 2024

Hand Gesture Recognition and Modification was based on transfer learning Inception v3 model using Keras with Tensorflow backend trained on 4 classes - rock, paper, scissors, and nothing hand signs.…

Jupyter Notebook 11 7 Updated Mar 3, 2021
C++ 7 3 Updated May 26, 2020
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