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分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
mean Average Precision - This code evaluates the performance of your neural net for object recognition.
A differentiable PDE solving framework for machine learning
Must-read Papers on Physics-Informed Neural Networks.
史上最大规模1.4亿知识图谱数据免费下载，知识图谱，通用知识图谱，融合了两千五百多万的实体，拥有亿级别的实体属性关系。
A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.
Simulate electronic circuit using Python and the Ngspice / Xyce simulators
Keras implementation of yolo v3 object detection.
ROS-LLM is a framework designed for embodied intelligence applications in ROS. It allows natural language interactions and leverages Large Language Models (LLMs) for decision-making and robot contr…
A 3D electromagnetic FDTD simulator written in Python with optional GPU support
InSAR Scientific Computing Environment version 2
🌊 Numerically solving and backpropagating through the wave equation
A simple and flexible code for Reservoir Computing architectures like Echo State Networks
Physics-Informed Neural networks for Advanced modeling
Large Language Models (LLMs) applications and tools running on Apple Silicon in real-time with Apple MLX.
🦐 Electromagnetic Simulation + Automatic Differentiation
LiCSBAS: InSAR time series analysis package using LiCSAR products
Lightweight framework for fast prototyping and training deep neural networks with PyTorch and TensorFlow
Synthetic Aperture Radar (SAR) Image Processing Toolbox for Python