John Park's repositories
Imagenet-TFRecord-Process
Imagenet 2012 dataset process to TFRecord
NR-Color-IQA
No reference Color Image Quality Metrics
TensorFlow2-Tutorial
Unofficial TF2 Tutorial via Self-Learning
DecodingTrust
Comprehensive Assessment of Trustworthiness in GPT Models
alpaca-lora
Instruct-tune LLaMA on consumer hardware
betterplots
Some utilities to create better plots with seaborn
Cerebras-modelzoo-tf2-fork
implemented linformer
Compact-Transformers
[Preprint] Escaping the Big Data Paradigm with Compact Transformers, 2021
EfficientFormer
EfficientFormerV2 & EfficientFormer(NeurIPs 2022)
einops
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
Evolutionary-Scale-Modeling-pretrained-protein-language-models
Evolutionary Scale Modeling (esm): Pretrained language models for proteins
GradCAM-Tensorflow
Fork of GradCAM-Tensorflow from shyhyawJou
GZSL-methods-on--E-MINST
Repo for practicing GZSL methods on handwritten letter data EMNIST / MNIST
hlb-CIFAR10
Train to 94% on CIFAR-10 in <6.3 seconds on a single A100, the current world speed record. Or ~95.79% in ~110 seconds (or less!)
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
linformer-tf2
fork of linformer implementation for TensorFlow2
matplotlib-cheatsheets
Official Matplotlib cheat sheets
NeuralNets-keras
(Re)implementations of NNs in Keras from Scratch.
object-cropping-ssl
This repo contains the code for the paper "Object-cropping for SSL".
PSVMA
CVPR'23 GZSL
stable-diffusion
A latent text-to-image diffusion model
tf2-lr-schedulers
Modern LearningRateSchedulers in Tensorflow2
TimeGAN
Codebase for Time-series Generative Adversarial Networks (TimeGAN) - NeurIPS 2019
unredacter
Never ever ever use pixelation as a redaction technique
vit-tensorflow
Vision Transformer Cookbook with Tensorflow