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Nur Izwan's Projects

ae icon ae

Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study

avocado_king icon avocado_king

Prediction of avocado price and sales using machine learning.

brew icon brew

🍺 The missing package manager for macOS (or Linux)

corrsave icon corrsave

Corrosion Images Classification to Improve Industrial Corrosion Management

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

covid-19-mlp icon covid-19-mlp

A computer models for the spread of COVID-19 obtained using MLP ANN, for number of confirmed, deceased and recovered cases per location and day.

disentangling-vae icon disentangling-vae

Experiments for understanding disentanglement in VAE latent representations

genai icon genai

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM for chat with PDF files, cryptocurrency tweets sentiment analysis.

investigate_wae_in_brainmri icon investigate_wae_in_brainmri

This research project intent is to review and demonstrate a comparability among recent auto-encoder methods by utilizing single architecture and resolution. Each method will be ranked based on selective performance measure in modeling healthy brain and the sensitivity towards domain shift.

wae icon wae

Wasserstein Auto-Encoders

wae-wgan icon wae-wgan

Reimplementation of Wasserstein Auto Encoder (WAE) with Wasserstein GAN based penalty D_Z in Tensorflow

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