Category: GFlowNets
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Weekly DL study note: GFlowNet Code Tutorial (completed)
Completed code: https://github.com/gangfang/littlegfn/blob/main/face_generator.ipynb Pre-requisites Flow Networks (Nothing about training yet) IMPORTANT – MAIN IDEA OF GFN The main idea behind GFlowNet is to interpret the DAG as a flow network, and to think of each edge as a pipe through which some amount of water, or particles, flows. We then want to find a flow where, (a) flow is…
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Weekly study note: GFlowNet Code Tutorial 2022
Flow Networks (Nothing about training yet) IMPORTANT – MAIN IDEA OF GFN The main idea behind GFlowNet is to interpret the DAG as a flow network, and to think of each edge as a pipe through which some amount of water, or particles, flows. We then want to find a flow where, (a) flow is preserved, (b) the flow…
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