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Sphinx docs generation (#22697)
* add sphinx * switch theme * Experiment: sphinx docs generation updated (#22708) * moved build to root gitignore, added .gitkeep * Improved makefile doc build process - Removed auto-generated docs from source control - Moved apidoc.sh into Makefile - Removed make.bat (can add back if Windows support desired) - Added sphinx viewcode and markdown extensions - Added feature to source /docs in build, so any .rst file in /docs will override the respective file during the build process - Added feature to copy all markdown/rst files from source into /build/ during build process so they can be easily referenced while writing docs (see examples in index.md) - Wrote basic starter index.md file TODO: Add new dependencies to Pipfile [dev-packages] * Revert accidental modification to Pipfile * fix command substitution * exclude xx * improve docs * dont include all docs in release build * Add dockerfile * update title * include normal readme * build container in CI * use buildkit * add login Co-authored-by: Chad Bailey <chadbailey904@gmail.com> old-commit-hash: b816b5b6442c21e63a09108c70986eeedb0372b2
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# Neural networks in openpilot
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## Neural networks in openpilot
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To view the architecture of the ONNX networks, you can use [netron](https://netron.app/)
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## Supercombo
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@@ -43,12 +43,12 @@ To view the architecture of the ONNX networks, you can use [netron](https://netr
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* z position in current frame (meters)
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* **leads**
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* 2 hypotheses for potential lead cars : 102 = 2 * 51
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* predicted mean and stadard deviation for the following values at 0,2,4,6,8,10s : 48 = 2 * 6 * 4
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* predicted mean and stadard deviation for the following values at 0,2,4,6,8,10s : 48 = 2 * 6 * 4
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* x position of lead in current frame (meters)
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* y position of lead in current frame (meters)
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* speed of lead (meters/s)
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* acceleration of lead(meters/(s*s))
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* probabilities[^1] this hypothesis is the most likely hypothesis at 0s, 2s or 4s from now : 3
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* probabilities[^1] this hypothesis is the most likely hypothesis at 0s, 2s or 4s from now : 3
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* **lead probabilities**
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* probability[^1] that there is a lead car at 0s, 2s, 4s from now : 3 = 1 * 3
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* **desire state**
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