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

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 …

RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift

This repository offers a collection of recent time series research papers, including forecasting, anomaly detection and so on , with links to code and resources.

User-friendly Desktop Client App for AI Models/LLMs (GPT, Claude, Gemini, Ollama...)

Robust Speech Recognition via Large-Scale Weak Supervision

Repository for "FreDF: Learning to Forecast in the Transformed Domain"

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

Official implementation of SAMformer, a transformer leveraging Sharpness-Aware Minimization and Channel-Wise Attention for Time Series Forecasting.

The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

🦜🔗 Build context-aware reasoning applications

A programming framework for agentic AI 🤖 PyPi: autogen-agentchat Discord: https://aka.ms/autogen-discord Office Hour: https://aka.ms/autogen-officehour

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

Build resilient language agents as graphs.

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

A curated list of awesome LLM agents.

Uplift modeling and causal inference with machine learning algorithms

Custom Optimizer in TensorFlow(定义你自己的Tensorflow Optimizer)

A Library for Advanced Deep Time Series Models.

Llama3、Llama3.1 中文仓库（随书籍撰写中... 各种网友及厂商微调、魔改版本有趣权重 & 训练、推理、评测、部署教程视频 & 文档）

This repository contains demos I made with the Transformers library by HuggingFace.

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

LlamaIndex is the leading framework for building LLM-powered agents over your data.

llama3 implementation one matrix multiplication at a time

A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.

BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）