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[KDD 2025] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting
Code For Paper "ReFocus: Reinforcing Mid-Frequency and Key-Frequency Extraction for Multivariate Time Series Forecasting"
trianing code for kaggle 2024 Eedi Mining Misconceptions in Mathematics 8th place solution
DeepTables: Deep-learning Toolkit for Tabular data
(ICLR 2025) TabM: Advancing Tabular Deep Learning With Parameter-Efficient Ensembling
An elegent pytorch implement of transformers
Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"
[NeurIPS 2024 Spotlight] Official repository of the CycleNet paper: "CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns". This work is developed by the Lab of Professor …
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
A library for scientific machine learning and physics-informed learning
A Python Package For System Identification Using NARMAX Models
Repository for "FreDF: Learning to Forecast in the Transformed Domain"
搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）
Unified Training of Universal Time Series Forecasting Transformers
[ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"
"Self-Supervised Contrastive Learning for Long-term Forecasting", accepted at International Conference on Learning Representations (ICLR) 2024
The code for 2020 Tencent College Algorithm Contest, and the online result ranks 1st.
用于从头预训练+SFT一个小参数量的中文LLaMa2的仓库；24G单卡即可运行得到一个具备简单中文问答能力的chat-llama2.
Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
A very simple generative adversarial network (GAN) in PyTorch