tnwei

vqgan-clip-app

Local image generation using VQGAN-CLIP or CLIP guided diffusion

waternet

Modern replication of WaterNet from "An Underwater Image Enhancement Benchmark Dataset and Beyond", IEEE TIP 2019

nbread

Snappy previews of Jupyter notebooks from the command line, with ranger integration

intrinsic-dimension

Determine the intrinsic dimension of objective landscapes for networks trained on MNIST, based on "Measuring the Intrinsic Dimension of Objective Landscapes"

cookiecutter-datascience-lite

Light `cookiecutter` template for starting data science projects

geohack2022

APGCE Geohack 2022 post-hack documentation

gradio

Create UIs for prototyping your machine learning model in 3 minutes

mlflow-docker

Plug and play MLflow experiment tracking with Minio artifact store

tnwei.github.io

msia-covid-api

API access to Malaysia COVID19 stats, drawing from MOH github release

bahasa-malaysia-nlp-demos

Demo for Bahasa Malaysia NLP models made available at https://huggingface.co/malay-huggingface/

dotfiles

My dotfiles to sync across machines

dsensei

AI-powered key driver analysis tool that pinpoints root cause behind metrics fluctuation in one minute.

easy-few-shot-learning

Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.

geohack

geohack2022-geouser02-Panna-Cotta

guided-diffusion

horizons-wallpaper

A python script to pull and plot a wallpaper of orbital information from specified objects in the solar system

labelfree

Applying label-free neural networks to the Trebuchet dataset from NASA's Prognostics repository

lightweight-gan

Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two

minbert-default-final-project

CS 224N Winter 2023 Default Final Project: Multitask BERT

mlflow-x-hydra

Template for using MLflow together with Hydra, elaborated in https://tnwei.github.io/posts/mlflow-x-hydra/

nb_conda_kernels

Package for managing conda environment-based kernels inside of Jupyter

nblabel

Label tabular data directly in Jupyter Notebook / Lab

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pyforest

Lazy-import of all popular Python Data Science libraries

pylibsum

Summarizes libraries used in a Python script/folder

river

🌊 Online machine learning in Python

torchmdn

A simple module for Mixture Density Networks in Pytorch

vpype-flow-imager

vpype plug-in to convert images to flow field line art.