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Melanie Warrick

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titleconferencedate
We Built 2,000 Custom Electronic Badges for Our Developer Conference, Replay (Here's How)Replay 20262026-05-05
Temporal builds and ships 2,000 hackable conference badges with custom PCB, joystick, monochrome display, IR multiplayer games, Doom, a MicroPython Tamagotchi…
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Deep Learning and NLP with SparkScala Days Berlin 20162016-06-15
Implements an LSTM sentiment classifier on Spark using DL4J, ND4J and the Google News word2vec (binary, expands to ~3.5 GB in memory) to convert IMDb reviews…
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Melanie Warrick, Deep Learning Engineer, Skymind.ioMLconf SF 20152015-11-13
Explains how attention lets models focus on parts of input rather than process everything, contrasting soft attention/backprop which uses the full input and…
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How to run Neural Nets on GPUs'Strange Loop 20152015-09-24
Shows actual code launching a neural net on a GPU and reports concrete tradeoffs: uses CUDA and cuDNN (and mentions cuBLAS/OpenCL), runs a Java DL4J MNIST Java…
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