Pinned Repositories
cookiecutter-datascience-lite
Light `cookiecutter` template for starting data science projects
geohack2024
APGCE Geohack 2024 post-hack documentation
intrinsic-dimension
Determine the intrinsic dimension of objective landscapes for networks trained on MNIST, based on "Measuring the Intrinsic Dimension of Objective Landscapes"
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/mlflow-docker
Plug and play MLflow experiment tracking with Minio artifact store
tnwei/tnwei.github.io
tnwei/geohack2024
APGCE Geohack 2024 post-hack documentation
tnwei/msia-covid-api
API access to Malaysia COVID19 stats, drawing from MOH github release
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/mytandas
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/nnsrm-pytorch
Modern replication of "Shared Representational Geometry Across Neural Networks", NeurIPS 2018
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/pylibsum
Summarizes libraries used in a Python script/folder
tnwei/river
🌊 Online machine learning in Python
tnwei/sibermerdeka.github.io
website
tnwei/torchmdn
A simple module for Mixture Density Networks in Pytorch