Informer: Time series Transformer - EXPLAINED!

Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting

TimesFM Time Series Forecasting (Google AI, Jupyter, and GPUs)

Chronos: Learning the Language of Time Series with Abdul Fatir Ansari - 685

A DECODER ONLY FOUNDATION MODEL FOR TIME SERIES FORECASTING（Google 2024）

Time Series Talk : Seasonal ARIMA Model

Chronos: Learning the Language of Time Series

The algorithm that (eventually) revolutionized statistics - #SoMEpi

DoRA: Weight-Decomposed Low-Rank Adaptation

181 - Multivariate time series forecasting using LSTM

Mixture-of-Depths: Dynamically allocating compute in transformer-based language models

OpenAI Sora and DiTs: Scalable Diffusion Models with Transformers

TimeGPT: A Foundation Large Time Series Model

Coding the SARIMA Model : Time Series Talk

sales forecasting with Prophet (data science deep-dive project part 1)

Hugging Face Reading Group 12: A decoder-only foundation model for time-series forecasting

The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits and BitNet

Arvid Kingl: Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting

Which transformer architecture is best? Encoder-only vs Encoder-decoder vs Decoder-only models

Time Series Talk : Moving Average Model