Discover @deep-diver Open Source projects

Chansung Park (@deep-diver)

deep-diver

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JavaScript
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Location 🇰🇷 South Korea
Country Total Rank 39
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Jupyter Notebook
10

HTML
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Python
19

Dockerfile
237

CSS
538

Java
1,609

JavaScript
2,652

LLM-As-Chatbot

LLM as a Chatbot Service

Machine-Learning-Yearning-Korean-Translation

Korean translation of machine learning yearning book by Andrew Ng.

llamaduo

This project showcases an LLMOps pipeline that fine-tunes a small-size LLM model to prepare for the outage of the service LLM.

Jupyter Notebook

CIFAR10-img-classification-tensorflow

image classification with CIFAR10 dataset w/ Tensorflow

Jupyter Notebook

ml-deployment-k8s-tfserving

This project shows how to serve an TF based image classification model as a web service with TFServing, Docker, and Kubernetes(GKE).

Jupyter Notebook

mlops-hf-tf-vision-models

MLOps for Vision Models (TensorFlow) from 🤗 Transformers with TensorFlow Extended (TFX)

Jupyter Notebook

Soccer-Ball-Detection-YOLOv2

YOLOv2 trained against custom dataset

Jupyter Notebook

keras-sd-serving

showing various ways to serve Keras based stable diffusion

Jupyter Notebook

EN-FR-MLT-tensorflow

English-French Machine Language Translation in Tensorflow

hf-daily-paper-newsletter

Newsletter bot for 🤗 Daily Papers

fb-group-post-fetcher

semantic-segmentation-ml-pipeline

Machine Learning Pipeline for Semantic Segmentation with TensorFlow Extended (TFX) and various GCP products

Jupyter Notebook

PingPong

manage histories of LLM applied applications

gradio-chat

HuggingChat like UI in Gradio

fastai-course-korean

korean translation + more examples for fastai course contents

Jupyter Notebook

image_search_with_natural_language

Application for searching images from natural language queries

Jupyter Notebook

Vid2Persona

This project breathes life into video characters by using AI to describe their personality and then chat with you as them.

Jupyter Notebook

DeepModels

TensorFlow Implementation of state-of-the-art models since 2012

LLM-Pref-Mark-UI

AlexNet

AlexNet model from ILSVRC 2012

Jupyter Notebook

auto-paper-analysis

Jupyter Notebook

gpt2-ft-pipeline

GPT2 fine-tuning pipeline with KerasNLP, TensorFlow, and TensorFlow Extended

Jupyter Notebook

segformer-tf-transformers

This repository demonstrates how to use TensorFlow based SegFormer model in 🤗 transformers package.

Jupyter Notebook

LoRA-deployment

LoRA fine-tuned Stable Diffusion Deployment

Jupyter Notebook

CIFAR10-VGG19-Tensorflow

Jupyter Notebook

Continuous-Adaptation-for-Machine-Learning-System-to-Data-Changes

https://blog.tensorflow.org/2021/12/continuous-adaptation-for-machine.html

Jupyter Notebook

Model-Training-as-a-CI-CD-System

Demonstration of the Model Training as a CI/CD System in Vertex AI

Object-Detection-YOLOv2-Darkflow

Jupyter Notebook

practical-time-series-analysis-korean

Jupyter Notebook

Continuous-Adaptation-with-VertexAI-AutoML-Pipeline

Jupyter Notebook

janus

generate synthetic data for LLM fine-tuning in arbitrary situations within systematic way

Jupyter Notebook

LLM-Serve

This repository provides a framework to serve LLM(Large Language Model) based applications such as Chatbot.

complete-mlops-system-workflow

Jupyter Notebook

TFX-WandB

Jupyter Notebook

deep-diver

paperqa-ui

LLM-Pool

hllama

hllama is a library which aims to provide a set of utility tools for large language models.

textual-inversion-pipeline

LLMs-Colab

personal_newsletter_curation

promptengineer

genai-apis

portfolio_template

never-leaving-vscode

VGG

VGG models from ILSVRC 2014

pocket-ml-reference-korean

주머니속 머신러닝

Jupyter Notebook

fastai-course

hf-hub-utils

object-detection-test

object-detection-test

Jupyter Notebook

deploy-stable-diffusion-tfserving

This repo explores and demonstrates how to deploy stable diffusion model with TF Serving

llamaduo-spinoff

Jupyter Notebook

Sampling-Distribution-on-Poker-Cards-

Data-Wrangling-on-OpenStreeMap

Jupyter Notebook

llama-keras

Jupyter Notebook

book-tracking-react

Book tracking web-app project in React. This project is one of the requirements to graduate from 'Front End Web Development Nanodegree' @Udacity.

Baseball_Data_Analysis

Exploratory Data Visualization Project on Baseball Data in Tableau

Responsive-Portfolio

Data-Analysis-on-RedWine

read-paper-list

archive of read paper list

SD-TFTRT

Jupyter Notebook

rnn_simple

Data-Analysis-on-Titanic

applying data analysis on titanic data sheet

Jupyter Notebook

neighborhood-map-react

neighborhood-map-react

ml-fn-impls

practice implementing functions appearing in machine learning field

Logistic-Regression

simple neural network without hidden layer

Enron-Data-Analysis

Data Analysis and Machine Learning on Enron Data

Linear-Regression

implement simple version of "Linear Regression" using only Numpy

Jupyter Notebook

tfx-gpu-docker

YOLO-Impl-Tensorflow

Implementation of YOLO in Tensorflow

calculator

deeplearningbook-korean-translation

experiments on translation of the book deeplearningbook

Jupyter Notebook

paper-code-match

matching between paper and its codes in side-by-side layout

deeplearning-with-structured-data

Jupyter Notebook

KaggleNotebook-Notes

Personal notes on some kaggle notebooks publicly available

gitmlops-test1

Python-Machine-Learning-Book-Practice

Python Machine Learning 책의 소스코드를 주피터 노트북이 아닌, 소스코드 형태로 작성 연습

test_img_clf

dstack-exp

recall-mate