Jonas Kim's repositories
gauss-rank-scaler
Scikit-learn compatible implementation of the Gauss Rank scaling method
mofc-demand-forecast
Time Series Forecasting for the M5 Competition
sound-anomaly-detection-with-autoencoders
MIMII Sound Anomaly Detection with AutoEncoders
py-dreambooth
Easily create your own AI avatar images!
ctr_prediction
Experiment results using FM, FFM and DeepFM algorithms in Criteo Display Advertising Challenge(https://www.kaggle.com/c/criteo-display-ad-challenge) dataset
bedrock-model-finetuner
A helper library for fine-tuning Amazon Bedrock models. This toolkit assists in generating Q&A datasets from documents and streamlines the LLM fine-tuning process.
multi_armed_bandit
Experiment results using MAB algorithms in Yahoo! Front Page Today Module User Click Log dataset
state-farm-detection
State Farm Distracted Driver Detection via Image Classification
bedrock-langchain-prompt-converter
A helper library that seamlessly integrates LangChain prompt templates with Amazon Bedrock's Prompt Management API, enabling efficient cross-platform prompt handling.
musinsaigo
Using SageMaker and LoRA to fine-tune the Stable Diffusion model and generate fashion images
bits-bytes-nn.github.io
A tech blog focusing on AI/ML paper reviews and latest research trends
ieee-fraud-detection
IEEE-CIS Fraud Detection with Unsupervised Learning
loan-repayment-prediction
Automated approach from feature engineering to modeling on the Kaggle Home Credit Default Risk competition dataset
paper-bridge
An app that summarizes daily AI/ML papers and delivers key insights using Graph RAG.
persona-genie
The application that use image generative technology to create photos for AI avatars.
stock-price-prediction
A Data Science Competition of Stock Price Prediction with Deep Learning Algorithms