Hyungwook Choi's repositories
MLVU-project
MLVU Project, SNU Spring 2024
Seoul_Jeonse_Price
Analysis of Jeonse Price in Gwanak-gu, Seoul. Using Hedonic Price(Hedonic Regression) Model and Machine Learning Model
aws-neuron-samples
Example code for AWS Neuron SDK developers building inference and training applications
clip_text_span
official implementation of "Interpreting CLIP's Image Representation via Text-Based Decomposition"
devops-exercises
Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions
diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
diffusion-models-class
Materials for the Hugging Face Diffusion Models Course
dl-from-scratch-3
밑바닥부터 시작하는 딥러닝 3
gemma.cpp
lightweight, standalone C++ inference engine for Google's Gemma models.
generative-models
Generative Models by Stability AI
Generative_Deep_Learning_2nd
The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.
handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Hi-SAM
[arXiv preprint] Hi-SAM: Marrying Segment Anything Model for Hierarchical Text Segmentation
InstantID
InstantID : Zero-shot Identity-Preserving Generation in Seconds 🔥
ISLP_labs
Up-to-date version of labs for ISLP
ITI-GEN
[ICCV 2023 Oral, Best Paper Finalist] ITI-GEN: Inclusive Text-to-Image Generation
k8s-study
Kubernetes for Beginners
LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
mlops-zoomcamp
Free MLOps course from DataTalks.Club
muzic
Muzic: Music Understanding and Generation with Artificial Intelligence
notebooks
Notebooks using the Hugging Face libraries 🤗
pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
Testbed
My Research testbed
transformers-the-definitive-guide
This is the official repository for the book Transformers - The Definitive Guide
Visual-Style-Prompting
Official Pytorch implementation of "Visual Style Prompting with Swapping Self-Attention"