Discover deep-diver/DeepModels Open Source project

Korean translation of machine learning yearning book by Andrew Ng.

3,273

Machine-Learning-Yearning-Korean-Translation

360

llamaduo

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

image classification with CIFAR10 dataset w/ Tensorflow

231

CIFAR10-img-classification-tensorflow

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

132

ml-deployment-k8s-tfserving

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

120

mlops-hf-tf-vision-models

YOLOv2 trained against custom dataset

115

Soccer-Ball-Detection-YOLOv2

showing various ways to serve Keras based stable diffusion

111

keras-sd-serving

English-French Machine Language Translation in Tensorflow

110

EN-FR-MLT-tensorflow

Newsletter bot for 🤗 Daily Papers

108

hf-daily-paper-newsletter

100

fb-group-post-fetcher

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

semantic-segmentation-ml-pipeline

manage histories of LLM applied applications

PingPong

HuggingChat like UI in Gradio

gradio-chat

korean translation + more examples for fastai course contents

fastai-course-korean

Application for searching images from natural language queries

image_search_with_natural_language

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

Vid2Persona

LLM-Pref-Mark-UI

AlexNet model from ILSVRC 2012

AlexNet

auto-paper-analysis

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

gpt2-ft-pipeline

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

segformer-tf-transformers

LoRA fine-tuned Stable Diffusion Deployment

LoRA-deployment

CIFAR10-VGG19-Tensorflow

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

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

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

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

Object-Detection-YOLOv2-Darkflow

practical-time-series-analysis-korean

Continuous-Adaptation-with-VertexAI-AutoML-Pipeline

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

janus

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

LLM-Serve

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

complete-mlops-system-workflow

TFX-WandB

deep-diver

paperqa-ui

LLM-Pool

hllama

textual-inversion-pipeline

LLMs-Colab

personal_newsletter_curation

promptengineer

genai-apis

VGG models from ILSVRC 2014

portfolio_template

Java

never-leaving-vscode

VGG

pocket-ml-reference-korean

주머니속 머신러닝

fastai-course

CSS

hf-hub-utils

object-detection-test

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

deploy-stable-diffusion-tfserving

llamaduo-spinoff

Sampling-Distribution-on-Poker-Cards-

Data-Wrangling-on-OpenStreeMap

llama-keras

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

book-tracking-react

JavaScript

Baseball_Data_Analysis

Exploratory Data Visualization Project on Baseball Data in Tableau

Responsive-Portfolio

Data-Analysis-on-RedWine

archive of read paper list

read-paper-list

SD-TFTRT

rnn_simple

applying data analysis on titanic data sheet

Data-Analysis-on-Titanic

practice implementing functions appearing in machine learning field

neighborhood-map-react

JavaScript

ml-fn-impls

simple neural network without hidden layer

Logistic-Regression

Data Analysis and Machine Learning on Enron Data

Enron-Data-Analysis

implement simple version of "Linear Regression" using only Numpy

Linear-Regression

Implementation of YOLO in Tensorflow

tfx-gpu-docker

Dockerfile

YOLO-Impl-Tensorflow

experiments on translation of the book deeplearningbook

calculator

deeplearningbook-korean-translation

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

paper-code-match

deeplearning-with-structured-data

Personal notes on some kaggle notebooks publicly available

KaggleNotebook-Notes

gitmlops-test1