Official implementation for "TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables" (NeurIPS 2024)

[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

A Library for Advanced Deep Time Series Models.

TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting

[ICML 2024 Oral] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters". This work is developed by the Lab of Professor Weiwei Lin (l…

Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah

Simple, minimal implementation of the Mamba SSM in one file of PyTorch.

Mamba SSM architecture

Disjoint-CNN for Multivariate Time Series Classification

The official repository of the SegRNN paper: "Segment Recurrent Neural Network for Long-Term Time Series Forecasting." This work is developed by the Lab of Professor Weiwei Lin ([email protected]),…

Models, data loaders and abstractions for language processing, powered by PyTorch

Transformer: PyTorch Implementation of "Attention Is All You Need"

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting"

微信小程序-餐饮点餐外卖-开箱即用

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

The official repo of Qwen-VL (通义千问-VL) chat & pretrained large vision language model proposed by Alibaba Cloud.

All Algorithms implemented in Python

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT p…

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

ALL IN ONE Hacking Tool For Hackers

Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: …

ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型

Colab notebooks part of the documentation of Stable Baselines reinforcement learning library

计图大模型推理库，具有高性能、配置要求低、中文支持好、可移植等特点

Chat with your documents on your local device using GPT models. No data leaves your device and 100% private.

这是一款提高ChatGPT的数据安全能力和效率的插件。并且免费共享大量创新功能，如：自动刷新、保持活跃、数据安全、取消审计、克隆对话、言无不尽、净化页面、展示大屏、拦截跟踪、日新月异、明察秋毫等。让我们的AI体验无比安全、顺畅、丝滑、高效、简洁。

Real-time face swap for PC streaming or video calls

10分钟搭建可免费商用的AI对话环境，搭建简单，包含用户，订单，任务，付费等功能