gorold
PhD CS student at School of Computing and Information Systems, Singapore Management University and Salesforce Industrial PhD Trainee
Singapore
Pinned Repositories
android-booking-app
Room booking Android application for 50.001 Introduction to Information Systems and Programming 1D project.
dcgan-cifar10
ETSformer
PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting
mojo-full-adder
Code for Mojo FPGA board in Lucid HDL. Full Adder unit with automated and manual testing circuit. Done for ISTD 50.002 Computation Structures.
mojo-game-destroy-the-reactor-core
ISTD 50.002 FPGA Programming Project
CoST
PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)
DeepTime
PyTorch code for Learning Deep Time-index Models for Time Series Forecasting (ICML 2023)
ETSformer
PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting
pretrain-time-series-cloudops
Official code repository for the paper "Pushing the Limits of Pre-training for Time Series Forecasting in the CloudOps Domain"
uni2ts
[ICML2024] Unified Training of Universal Time Series Forecasting Transformers
gorold's Repositories
gorold/android-booking-app
Room booking Android application for 50.001 Introduction to Information Systems and Programming 1D project.
gorold/dcgan-cifar10
gorold/ETSformer
PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting
gorold/mojo-full-adder
Code for Mojo FPGA board in Lucid HDL. Full Adder unit with automated and manual testing circuit. Done for ISTD 50.002 Computation Structures.
gorold/mojo-game-destroy-the-reactor-core
ISTD 50.002 FPGA Programming Project
gorold/stock-price-prediction
Stock price prediction project done for ISTD 50.038 Computational Data Science
gorold/50.039-Image-Captioning-Project
gorold/big_time
Just a pet project.
gorold/CoST
gorold/DeepTime
PyTorch code for DeepTIMe: Learning Deep Time-index Models for Time Series Forecasting (ICML 2023)
gorold/gorold
gorold/gorold.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
gorold/hex-game
gorold/neural-cellular-automata
gorold/numpy-network
Neural networks from scratch
gorold/razer-grain
gorold/sudoku-solver
gorold/uni2ts
Unified Training of Universal Time Series Forecasting Transformers
gorold/gluonts
Probabilistic time series modeling in Python
gorold/huggingface_hub
The official Python client for the Huggingface Hub.
gorold/nixtla
TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.
gorold/Time-Series-Forecasting-and-Deep-Learning
Resources about time series forecasting and deep learning.
gorold/Time-Series-Library
A Library for Advanced Deep Time Series Models.
gorold/TSFpaper
This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.