Discover @deep-diver Open Source projects

Chansung Park (@deep-diver)

deep-diver

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Location 🇰🇷 South Korea
Country Total Rank 39
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HTML
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Jupyter Notebook
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Python
19

Dockerfile
284

CSS
446

Java
1,580

JavaScript
2,549

LLM-As-Chatbot

LLM as a Chatbot Service

Machine-Learning-Yearning-Korean-Translation

Korean translation of machine learning yearning book by Andrew Ng.

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

EN-FR-MLT-tensorflow

English-French Machine Language Translation in Tensorflow

keras-sd-serving

showing various ways to serve Keras based stable diffusion

Jupyter Notebook

fb-group-post-fetcher

hf-daily-paper-newsletter

Newsletter bot for 🤗 Daily Papers

semantic-segmentation-ml-pipeline

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

DeepModels

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

LLM-Pref-Mark-UI

AlexNet

AlexNet model from ILSVRC 2012

Jupyter Notebook

gpt2-ft-pipeline

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

Jupyter Notebook

auto-paper-analysis

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

Object-Detection-YOLOv2-Darkflow

Jupyter Notebook

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

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

practical-time-series-analysis-korean

Jupyter Notebook

Continuous-Adaptation-with-VertexAI-AutoML-Pipeline

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

LLM-Serve

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

complete-mlops-system-workflow

Jupyter Notebook

janus

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

Jupyter Notebook

TFX-WandB

Jupyter Notebook

deep-diver

paperqa-ui

LLM-Pool

textual-inversion-pipeline

LLMs-Colab

llmops-pipeline

Jupyter Notebook

personal_newsletter_curation

portfolio_template

never-leaving-vscode

VGG

VGG models from ILSVRC 2014

pocket-ml-reference-korean

주머니속 머신러닝

Jupyter Notebook

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

fastai-course

Sampling-Distribution-on-Poker-Cards-

Data-Wrangling-on-OpenStreeMap

Jupyter Notebook

llama-keras

Jupyter Notebook

promptengineer

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

Enron-Data-Analysis

Data Analysis and Machine Learning on Enron Data

Data-Analysis-on-RedWine

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

Linear-Regression

implement simple version of "Linear Regression" using only Numpy

Jupyter Notebook

Logistic-Regression

simple neural network without hidden layer

ml-fn-impls

practice implementing functions appearing in machine learning field

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

Python-Machine-Learning-Book-Practice

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

deeplearning-with-structured-data

Jupyter Notebook

test_img_clf

KaggleNotebook-Notes

Personal notes on some kaggle notebooks publicly available

gitmlops-test1

dstack-exp

llmtoolbox

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