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Graph Machine Learning Explainability with PyG

Graph Machine Learning Explainability with PyG

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Graph Neural Networks (GNNs) have become increasingly popular for processing graph-structured data, such as social networks, molecular graphs, and knowledge graphs. However, the complex nature of graph-based data and the non-linear relationships between nodes in a graph can make it difficult to understand why a GNN makes a particular prediction. With the rise in popularity of Graph Neural Networks, there also came an increased interest in explaining their predictions. Link
How to replicate ChatGPT with Langchain and GPT-3?

How to replicate ChatGPT with Langchain and GPT-3?

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It is well-known that ChatGPT is currently capable of impressive feats. It is likely that many individuals have ideas for utilizing this technology in their own projects. However, it should be noted that ChatGPT does not currently have an official API. Using an unofficial API may result in difficulties. Link
LangChain Hub

LangChain Hub

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Taking inspiration from Hugging Face Hub, LangChainHub is collection of all artifacts useful for working with LangChain primitives such as prompts, chains and agents. The goal of this repository is to be a central resource for sharing and discovering high quality prompts, chains and agents that combine together to form complex LLM applications. Link