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TBH, I would say the ratio of code published to papers published for DeepMind is pretty small. They have generated a lot of non reproducible results.
by blt 8y ago
TBH, I would say the ratio of code published to papers published for DeepMind is pretty small. They have generated a lot of non reproducible results.
- deepnotderp 8y agoYes, small as in almost zero.
- halflings 8y agoYes, the ratio is pretty low for DeepMind. Higher for Google Brain. Still, DeepMind open-sourced two major frameworks: Sonnet (general DL) [0] and DeepMind Lab (RL environment) [1]. [0] https://deepmind.com/blog/open-sourcing-sonnet/ https://deepmind.com/blog/open-sourcing-sonnet/ [1] https://deepmind.com/blog/open-sourcing-deepmind-lab/ https://deepmind.com/blog/open-sourcing-deepmind-lab/
- blt 8y agoFrameworks != reproducible results. Ideally, they'd release all the code you need to get the results from the DDPG paper. I recognize that the code probably depends on proprietary DeepMind tools, making this not feasible. Still, it sucks.