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3d-crowd-evacuation-simulation

A crowd evacuation simulation tool created in Unity for architectural/BIM workflows using Speckle

awesome-knowledge-graph

整理知识图谱相关学习资料

cs224w-colab_solution

Solutions for CS224W Winter 2021 Colab

cs224w_winter2021_good

CS224W Stanford Winter 2021 Homework solutions

deepsnap

Python library assists deep learning on graphs

drl-gnn

PPO implementation of the DRL agent used in the paper "Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optimization use case"

evacsim

EvacSim is a simulation that uses graph theory and linear programming to model the effects of hurricanes on populations in order to predict optimal evacuation routes.

finder

FINDER - FInding key players in complex Networks through DEep Reinforcement learning (Nature Machine Intelligence)

gan

starter from "How to Train a GAN?" at NIPS2016

gnn_startwithzero

Recording my own learning trace about Graph Neuro Networks

graphgpt

Extrapolating knowledge graphs from unstructured text using GPT-3 🕵️‍♂️

graphgym

Platform for designing and evaluating Graph Neural Networks (GNN)

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

java.cellularautomaton.evacuation

Automaton for simulating evacuation of pedestrians.

kan-transformer-decoder-only-

An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

kg-llm-papers

[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)

knowledge_graph

Convert any text to a graph of knowledge. This can be used for Graph Augmented Generation or Knowledge Graph based QnA

lhy_machine_learning

李宏毅2021/2022/2023春季机器学习课程课件及作业

machinelearning

Mr Liu Jianping 's ML My blogs and code for machine learning. http://cnblogs.com/pinard

nallm

Repository for the NaLLM project

nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

nodes2021_kg_workshop

openai-cookbook

Examples and guides for using the OpenAI API

openllm

Operating LLMs in production

optimization-algorithms

B站PPT和代码 , 请先下滑获取使用教程.

pyg_point_cloud

Pytorch framework for doing deep learning on point clouds.

python-natural-language-processing-cookbook

Python Natural Language Processing Cookbook, published by Packt

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

rag_app

create RAG App Langchain+Neo4j blog https://bratanic-tomaz.medium.com/