Learn Algorithmic Trading, Published by Packt

"자연어처리 알고리즘을 활용한 느린학습자 교육 컨텐츠 제작" 프로젝트 "애움길" 팀입니다. 데이터 수집(크롤링)/EDA/Preprocessing, 쉬운말 생성요약 AI 모델링(NLP - KoBERT, KoBART), 프로토타입 제작을 진행했습니다.

A Visual Analysis Tool to Explore Learned Representations in Transformers Models

쇼핑몰 상품 카테고리 분류 대회의 baseline

A web-based collaborative LaTeX editor

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.

Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.

WIP: Roadmap to becoming a machine learning engineer in 2020

Material for Pybrain 2020 MNE-Python workshop

Python code and data to the manuscript "Hands-on Signal Analysis with Python"

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

This repository contains implementations and illustrative code to accompany DeepMind publications

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

Findings from Stackoverflow 2017

Papers on fairness in NLP

"A survey of Transformer" paper study 👩🏻‍💻🧑🏻‍💻 KoreaUniv. DSBA Lab

Contains files related to content and project of DSND Term 2

"Probabilistic Machine Learning" - a book series by Kevin Murphy

Riemannian Geometry workshop at vBCI Meeting 2021

Deep Learning with Tensor Flow for EEG MNE Epoch Objects

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

EEG Experiments in Python

한국어 음성인식 튜토리얼

Google play scraper for Python inspired by <facundoolano/google-play-scraper>

Encoding position with the word embeddings.

Demo of the T5 model for various pre-trained task.

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

TensorFlow code and pre-trained models for BERT

📝 논문 구현을 통한 공부