[HN Gopher] Spice.ai - open-source, time series AI for developers ___________________________________________________________________ Spice.ai - open-source, time series AI for developers Author : prosim Score : 48 points Date : 2021-09-07 20:03 UTC (2 hours ago) (HTM) web link (blog.spiceai.org) (TXT) w3m dump (blog.spiceai.org) | bee_rider wrote: | Note: has nothing to do with the long-standing ecosystem of | circuit simulators, as far as I can tell. Although, hey, try | pointing it at some transients, maybe we can have AIs design | circuits, that could be nice. | capableweb wrote: | For those of you who missed the links to the examples: | | > Try: | | > ServerOps sample - a more in-depth version of the quickstart | you just completed, using CPU metrics from your own machine | | > Gardener - Intelligently water a simulated garden | | > Trader - a basic Bitcoin trading bot | | - https://github.com/spiceai/samples/tree/trunk/serverops/READ... | | - https://github.com/spiceai/samples/tree/trunk/gardener/READM... | | - https://github.com/spiceai/quickstarts/tree/trunk/trader/REA... | Gimpei wrote: | It would also be nice to have some sense of what the underlying | algorithms are. | haardvark5001 wrote: | Hello Gimpei. Spice.ai currently supports two algorithms, | Vanilla Policy Gradient and Deep Q-Learning. It provides an | interface to plug in your own algorithms, though. We're looking | to add more to it as we go along. | | You can find more info at https://docs.spiceai.org/deep- | learning-ai/ | kallsyms wrote: | I'm having trouble understanding what the goal is of this as | well. It seems like the quick summary would be "ML-based | forecasting/prediction in a box" but the readme is making all of | these broad claims... | haardvark5001 wrote: | We're looking to make timeseries AI easier for developers to | integrate into their applications by providing tooling and | patterns that are familiar to them. We're a group of devs that | were looking to add intelligence to one of our projects, but | struggling with existing tooling. We wanted to use patterns | that were more familiar to us as devs, like a quick debugging | loop, easily consumed packages, etc. | infide1castr0 wrote: | Unrelated to the programme, but I wonder if the naming is related | to "Dune" at all | bigtuna711 wrote: | Too bad the Butlerian Jihad forbids it XD | bpodgursky wrote: | To me, clearly is a play on mentats making first, second, and | third-order predictions of the future, so yes. | nwmcsween wrote: | Need a tldr for this vs loudml | jjoonathan wrote: | A minimal example would really help me figure out what this | actually does. | axpy906 wrote: | Yes, it needs a quick start somewhere. | haardvark5001 wrote: | Try out one of the quickstarts using Github Codespaces. No | setup required :) | | https://github.com/spiceai/spiceai#getting-started-with- | code... | mountainriver wrote: | It's unclear to me what all this does from the GitHub repository ___________________________________________________________________ (page generated 2021-09-07 23:00 UTC)