Pinned Repositories
accelerate
🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
AILogs
albumentations
Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about library: https://www.mdpi.com/2078-2489/11/2/125
amazon-sagemaker-notebook-instance-lifecycle-config-samples
A collection of sample scripts to customize Amazon SageMaker Notebook Instances using Lifecycle Configurations
sooheang's Repositories
sooheang/accelerate
🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
sooheang/albumentations
Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about library: https://www.mdpi.com/2078-2489/11/2/125
sooheang/amazon-sagemaker-notebook-instance-lifecycle-config-samples
A collection of sample scripts to customize Amazon SageMaker Notebook Instances using Lifecycle Configurations
sooheang/Autoformer
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
sooheang/bigdetection
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training
sooheang/CenterNet2
Two-stage CenterNet
sooheang/cl-gpt
sooheang/ClassyVision
An end-to-end PyTorch framework for image and video classification
sooheang/contoso-chat
This sample has the full End2End process of creating RAG application with Prompt Flow and AI Studio. It includes GPT 3.5 Turbo LLM application code, evaluations, deployment automation with AZD CLI, GitHub actions for evaluation and deployment and intent mapping for multiple LLM task mapping.
sooheang/darts
A python library for easy manipulation and forecasting of time series.
sooheang/datasets
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
sooheang/DBA
DBA: Averaging for Dynamic Time Warping
sooheang/deltapy
DeltaPy - Tabular Data Augmentation (by @firmai)
sooheang/ETSformer-pytorch
Implementation of ETSformer, state of the art time-series Transformer, in Pytorch
sooheang/flutter-toy-test
sooheang/gitignore
A collection of useful .gitignore templates
sooheang/helm
Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110). This framework is also used to evaluate text-to-image models in Holistic Evaluation of Text-to-Image Models (HEIM) (https://arxiv.org/abs/2311.04287).
sooheang/icpr-endotect-2020
sooheang/k-startups
List of tech startups in South Korea.
sooheang/korpatbert
특허분야 한국어 AI언어모델 KorPatBERT
sooheang/local_neural_transformations
Companion code for the self-supervised anomaly detection algorithm proposed in the paper "Detecting Anomalies within Time Series using Local Neural Transformations" by Tim Schneider et al.
sooheang/makani
Makani was a project to develop a commercial-scale airborne wind turbine, culminating in a flight test of the Makani M600 off the coast of Norway. All Makani software has now been open-sourced. This repository contains the working Makani flight simulator, controller (autopilot), visualizer, and command center flight monitoring tools. Additionally, almost all avionics firmware is also included, albeit potentially not in a buildable state, due to the removal of some third-party proprietary code. We hope that this code will be inspirational and useful to the kite-based windpower and wider communities.
sooheang/nlp
🤗nlp – Datasets and evaluation metrics for Natural Language Processing in NumPy, Pandas, PyTorch and TensorFlow
sooheang/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
sooheang/sooheang.github.io
Tree-structured methods and its relationship with deep learning
sooheang/starter-hugo
sooheang/starter-hugo-online-course
sooheang/streamlit-fastapi-model-serving
Simple example of usage of streamlit and FastAPI for ML model serving
sooheang/the-algorithm
Source code for Twitter's Recommendation Algorithm
sooheang/vision_transformer