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kohjt's Projects

adamp-tensorflow icon adamp-tensorflow

Tensorflow Implementation of "Slowing Down the Weight Norm Increase in Momentum-based Optimizers"

alpaca-lora icon alpaca-lora

Code for reproducing the Stanford Alpaca InstructLLaMA result on consumer hardware

dataviz icon dataviz

A book covering the fundamentals of data visualization

detectron2 icon detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

dotty icon dotty

The Scala 3 compiler, also known as Dotty.

etcher icon etcher

Flash OS images to SD cards & USB drives, safely and easily.

fabric icon fabric

Hyperledger Fabric is an enterprise-grade permissioned distributed ledger framework for developing solutions and applications. Its modular and versatile design satisfies a broad range of industry use cases. It offers a unique approach to consensus that enables performance at scale while preserving privacy.

flax icon flax

Flax is a neural network library for JAX that is designed for flexibility.

fsmr icon fsmr

Official Tensorflow implementation of "Feature Statistics Mixing Regularization for Generative Adversarial Networks" (CVPR 2022)

gender-and-age-detection icon gender-and-age-detection

A Python project which can detect gender and age using OpenCV of the person (face) in a picture or through webcam.

hellosilicon icon hellosilicon

An introduction to ARM64 assembly on Apple Silicon Macs

keras-rcnn icon keras-rcnn

Keras package for region-based convolutional neural networks (RCNNs)

kiss-icp icon kiss-icp

KISS-ICP: In Defense of Point-to-Point ICP – Simple, Accurate, and Robust Registration If Done in the Right Way https://www.ipb.uni-bonn.de/wp-content/papercite-data/pdf/vizzo2023ral.pdf

koalpaca icon koalpaca

KoAlpaca: Korean Alpaca Model based on Stanford Alpaca (feat. LLAMA and Polyglot-ko)

kohjt icon kohjt

Config files for my GitHub profile.

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

lora icon lora

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

matlab-molecular-dynamics-simulation icon matlab-molecular-dynamics-simulation

Designed a MATLAB script to conduct the classical molecular dynamics simulation. Computed kinetic/potential energies, diffusion coefficient, trajectories of particles in a 3D box based on Van der Waals interaction, Periodic Boundary Condition, and Verlet integrator. Video Demo at

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