Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

PyTorch tutorials, examples and some books I found 【不定期更新】整理的PyTorch 最新版教程、例子和书籍

计算机自学指南

Get up and running with Llama 3.3, Phi 4, Gemma 2, and other large language models.

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

LAVIS - A One-stop Library for Language-Vision Intelligence

[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

MiniCPM-o 2.6: A GPT-4o Level MLLM for Vision, Speech and Multimodal Live Streaming on Your Phone

Large Multi-modal Models for Strong Performance and Efficient Deployment

Official PyTorch implementation of ''Change-Agent: Toward Interactive Comprehensive Remote Sensing Change Interpretation and Analysis"

Knowledge graph

Knowledge-infused Contrastive Learning for Urban Imagery-based Socioeconomic Prediction

Deep Learning for Spatio-Temporal Data Mining: A Survey

Learning Text-Enhanced Urban Region Profiling with Contrastive Language-Image Pre-Training

[WWW24-UrbanCLIP] A comprehensive toolkit designed to facilitate the collection, processing, and integration of satellite imagery and associated metadata for urban analysis.

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

用于遥感图像场景分析的中文多模态大模型 | Chinese multimodal large-scale model for remote sensing image scene analysis

collecting books, papers and docs.

Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

Techniques for deep learning with satellite & aerial imagery

External Knowledge Graph Reasoning

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey

(TPAMI 2024) A Survey on Open Vocabulary Learning

提供了一种gpt大模型平替解决方案实现利用非gpt大模型去使用Graphrag，支持多类型大模型如本地大模型(Ollama)、阿里云通义千问、百度文心千帆、智谱ChatGML、讯飞星火认知、Ollama、Moonshot AI、Google Gemini等。示例代码使用阿里的通义千问大模型，其他大模型使用方式相同。