tnwei
Building applied machine learning / computer vision applications with PETRONAS Research
PETRONAS Research
Pinned Repositories
cookiecutter-datascience-lite
Light `cookiecutter` template for starting data science projects
exposure-to-code
Introductory coding class for beginners using Python 3, written to introduce gifted high schoolers to the world of code.
intrinsic-dimension
Determine the intrinsic dimension of objective landscapes for networks trained on MNIST, based on "Measuring the Intrinsic Dimension of Objective Landscapes"
msia-covid-api
API access to Malaysia COVID19 stats, drawing from MOH github release
nbread
Snappy previews of Jupyter notebooks from the command line, with ranger integration
nn-generative-art
Generative Art with Neural Networks in Pytorch
parapply
A simple drop-in replacement for pandas `apply()`, parallelized using `joblib`.
python-rle
Run-length encoding for data analysis in Python
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
tnwei's Repositories
tnwei/vqgan-clip-app
Local image generation using VQGAN-CLIP or CLIP guided diffusion
tnwei/waternet
Modern replication of WaterNet from "An Underwater Image Enhancement Benchmark Dataset and Beyond", IEEE TIP 2019
tnwei/nbread
Snappy previews of Jupyter notebooks from the command line, with ranger integration
tnwei/intrinsic-dimension
Determine the intrinsic dimension of objective landscapes for networks trained on MNIST, based on "Measuring the Intrinsic Dimension of Objective Landscapes"
tnwei/cookiecutter-datascience-lite
Light `cookiecutter` template for starting data science projects
tnwei/geohack2022
APGCE Geohack 2022 post-hack documentation
tnwei/gradio
Create UIs for prototyping your machine learning model in 3 minutes
tnwei/mlflow-docker
Plug and play MLflow experiment tracking with Minio artifact store
tnwei/tnwei.github.io
tnwei/msia-covid-api
API access to Malaysia COVID19 stats, drawing from MOH github release
tnwei/bahasa-malaysia-nlp-demos
Demo for Bahasa Malaysia NLP models made available at https://huggingface.co/malay-huggingface/
tnwei/dotfiles
My dotfiles to sync across machines
tnwei/dsensei
AI-powered key driver analysis tool that pinpoints root cause behind metrics fluctuation in one minute.
tnwei/easy-few-shot-learning
Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.
tnwei/geohack
tnwei/geohack2022-geouser02-Panna-Cotta
tnwei/guided-diffusion
tnwei/horizons-wallpaper
A python script to pull and plot a wallpaper of orbital information from specified objects in the solar system
tnwei/labelfree
Applying label-free neural networks to the Trebuchet dataset from NASA's Prognostics repository
tnwei/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
tnwei/minbert-default-final-project
CS 224N Winter 2023 Default Final Project: Multitask BERT
tnwei/mlflow-x-hydra
Template for using MLflow together with Hydra, elaborated in https://tnwei.github.io/posts/mlflow-x-hydra/
tnwei/nb_conda_kernels
Package for managing conda environment-based kernels inside of Jupyter
tnwei/nblabel
Label tabular data directly in Jupyter Notebook / Lab
tnwei/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
tnwei/pyforest
Lazy-import of all popular Python Data Science libraries
tnwei/pylibsum
Summarizes libraries used in a Python script/folder
tnwei/river
🌊 Online machine learning in Python
tnwei/torchmdn
A simple module for Mixture Density Networks in Pytorch
tnwei/vpype-flow-imager
vpype plug-in to convert images to flow field line art.