jsyoon0823 / TimeGAN

Codebase for Generative Adversarial Imputation Networks (GAIN) - ICML 2018

Basic RNN, LSTM, GRU, and Attention for time-series prediction

Codebase for VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain - NeurIPS 2020

Codebase for GANITE: Estimation of Individualized Treatment Effects using GANs - ICLR 2018

#计算机科学#Synthetic data generators for tabular and time-series data

TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network

[ICLR'23] DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models

#计算机科学#Simple and Distributed Machine Learning

#计算机科学#High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

#大语言模型#A C#/.NET library to run LLM (🦙LLaMA/LLaVA) on your local device efficiently.

Vowpal Wabbit examples and tutorials

#计算机科学#Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learni...

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

#计算机科学#[IJAIT 2021] MABWiser: Contextual Multi-Armed Bandits Library

Open RTB is a protocol for real time bidding on digital media

Real Time Bidding (RTB) - Demand Side Platform framework

BLlamaSharp.ChatGpt.Blazor is a Blazor-based LLamaSharp Chat GPT application

#计算机科学#AuctionGym is a simulation environment that enables reproducible evaluation of bandit and reinforcement learning methods for online advertising auctions.

This project is to formalise the iPinYou RTB data into a standard format for further researches.

Real-Time Bidding by Reinforcement Learning in Display Advertising

Implementation of our paper "Wasserstein Adversarial Transformer for Cloud Workload Prediction"

A framework of statistical arbitrage mining in performance-driven display advertising.