SewoongLee

generative_agents

Generative Agents: Interactive Simulacra of Human Behavior

tensor2tensor

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

GloVe

Software in C and data files for the popular GloVe model for distributed word representations, a.k.a. word vectors or embeddings

mineflayer

Create Minecraft bots with a powerful, stable, and high level JavaScript API.

malmo

Project Malmo is a platform for Artificial Intelligence experimentation and research built on top of Minecraft. We aim to inspire a new generation of research into challenging new problems presented by this unique environment. --- For installation instructions, scroll down to *Getting Started* below, or visit the project page for more information:

ng-video-lecture

torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

Orion

A machine learning library for detecting anomalies in signals.

PyHealth

A Deep Learning Python Toolkit for Healthcare Applications.

num2words

Modules to convert numbers to words. 42 --> forty-two

llmtime

malmo-challenge

Task and example code for the Malmo Collaborative AI Challenge

TadGAN

Code for the paper "TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks"

transformer-evolution

Transformer 이후 나온 Pretrained Language Model을 간단하게 구현하였음.

LanguageInterfacedFineTuning

Code for Language-Interfaced FineTuning for Non-Language Machine Learning Tasks.

mSSA

Multivariate Singular Spectrum Analysis (mSSA): Forecasting and Imputation algorithm for multivariate time series

TPC-LoS-prediction

This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care Unit (https://dl.acm.org/doi/10.1145/3450439.3451860).

teaching_arithmetic

Unbiased-Trace-Driven-Simulation

Looped-Transformer

Official implementation of the transformer (TF) architecture suggested in a paper entitled "Looped Transformers as Programmable Computers"

CCG-Induction

Unsupervised Grammar Induction with Combinatory Categorial Grammars

LR-GLM

High-Dimensional Bayesian Inference Using Low-Rank Data Approximations

minecraft-dialogue-models

minecraft-bap-models

Code for the ACL 2020 paper "Learning to execute instructions in a Minecraft dialogue".

SCSS_OFDMArchitecture

MIMIC-IV-Postgres

Installing MIMIC-IV in a local Postgres database

CarryingTransformers

Interpretability of small transformers trained on integer addition

Sequential-code

code for numerical experiment of Learning to Simulate Sequentially-Generated Data via Neural Networks and Wasserstein Training

CNN-classification-of-MNIST-dataset-using-pyTorch

I implemented the Convolutional Neural Networks using pyTorch

CourseProject