Popular GitHub Repositories for Weather Bench

SWE-bench [Multimodal]: Can Language Models Resolve Real-world Github Issues?

The 100 line AI agent that solves GitHub issues or helps you in your command line. Radically simple, no crazy configs, no giant monorepo—but scores 65% on SWE-bench verified!

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

FarmVibes.AI: Multi-Modal GeoSpatial ML Models for Agriculture and Sustainability

a Python toolkit for fine-tuning Geospatial Foundation Models (GFMs). https://ibm.github.io/terratorch/

DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents

Z-Bench 1.0 by 真格基金：一个麻瓜的大语言模型中文测试集。Z-Bench is a LLM prompt dataset for non-technical users, developed by an enthusiastic AI-focused team in Zhenfund.

Codes for the paper "∞Bench: Extending Long Context Evaluation Beyond 100K Tokens": https://arxiv.org/abs/2402.13718

? A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)

The Official Repo of ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code (https://arxiv.org/abs/2311.09835)

Repository-level Repair Agent Based on SWE-Bench—JoyCode Agent

Predict the Power Production of a solar panel farm from Weather Measurements using Machine Learning

PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)

A comprehesive survey about foundation models for weather and cliamte data understanding.

M.I.L.E.S, a GPT-4-Turbo voice assistant, self-adapts its prompts and AI model, can play any Spotify song, adjusts system and Spotify volume, performs calculations, browses the web and internet, searches global weather, delivers date and time, autonomously chooses and retains long-term memories. Available for macOS and Windows.

a Python toolbox loads 172 public time series datasets for machine/deep learning with a single line of code. Datasets from multiple domains including healthcare, financial, power, traffic, weather, and etc.

Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch

[NeurIPS 2024 D&B Spotlight?] ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation

This repository containts materials for End-to-End AI for Science

[ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, Zhangyang Wang