jaylee07

iTransformer

Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah

KoAlpaca

KoAlpaca: 한국어 명령어를 이해하는 오픈소스 언어모델

orange3

🍊 :bar_chart: :bulb: Orange: Interactive data analysis

M4-methods

Data, Benchmarks, and methods submitted to the M4 forecasting competition

Time-Series-Library

A Library for Advanced Deep Time Series Models.

Crossformer

Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting"

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

gluonts

Probabilistic time series modeling in Python

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

awesome-public-datasets

A topic-centric list of HQ open datasets.

soynlp

한국어 자연어처리를 위한 파이썬 라이브러리입니다. 단어 추출/ 토크나이저 / 품사판별/ 전처리의 기능을 제공합니다.

text-mining-for-practice

파이썬 라이브러리를 활용해 텍스트 분석을 수행하는 방법에 대해 다룹니다.

machine-learning-exams

This repository contains links to machine learning exams, homework assignments, and exercises that can help you test your understanding.

hyde

A brazen two-column theme for Jekyll.

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

ycimpute

A missing value imputation library based on machine learning. It's implementation missForest, simple edition of MICE(R pacakge), knn, EM, etc....

nd320-c3-3d-med-imaging

impyute

Data imputations library to preprocess datasets with missing data

PRML

PRML algorithms implemented in Python

machine-learning-with-R

Machine Learning with R @FASTCAMPUS

R-for-Data-Analytics

Course homepage of "Programming Language for Data Analytics" @Korea University

autoimpute

Python package for Imputation Methods

WWW20-Hands-on-Tutorial

Materials for DGL hands-on tutorial in WWW 2020

Representation-Learning-on-Heterogeneous-Graph

Representation-Learning-on-Heterogeneous-Graph

metapath2vec

BioNEV

Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)

python_ml4nlp

패스트캠퍼스 자연어처리를 위한 머신러닝 실습 자료실

manim

Animation engine for explanatory math videos