OpenFly
MaleCNS-based controller for a paper-traded NIFTY options strategy through OpenAlgo. Live trading is opt-in and no profitable edge has been demonstrated.
Neurons are simulated — leaky integrate-and-fire or better — with documented, tuned parameters.
Dispute this rating →The evidence
No evidence, no level.The plasticity rule is dopamine-gated anti-Hebbian depression on every KC edge onto MBON07 or MBON11, with compartment gains taken from DAN-to-MBON contact counts, and is documented as off unless Brain(plastic=True).
https://github.com/marketcalls/openfly/blob/fd4b06ba0d32fa76965672777e5811da7d9171eb/openfly/neural/plasticity.py#L1-L23Each 10 ms bin computes the update from real KC, MBON and DAN spike counts and rewrites the kernel's live weight array for the plastic edges in place.
https://github.com/marketcalls/openfly/blob/fd4b06ba0d32fa76965672777e5811da7d9171eb/openfly/neural/plasticity.py#L144-L181Plasticity is off in the shipped default settings, so an out-of-the-box run changes no synapse.
https://github.com/marketcalls/openfly/blob/fd4b06ba0d32fa76965672777e5811da7d9171eb/openfly/config.py#L163-L172The simulator is an event-driven leaky integrate-and-fire kernel with stated membrane and synaptic time constants, threshold and refractory period.
https://github.com/marketcalls/openfly/blob/fd4b06ba0d32fa76965672777e5811da7d9171eb/openfly/neural/kernel.py#L1-L12The authors state that no profitable learning by a connectome simulation has been demonstrated anywhere and none is claimed here.
https://github.com/marketcalls/openfly/blob/fd4b06ba0d32fa76965672777e5811da7d9171eb/README.md#L125-L133
Second reading, downgraded from a proposed L2 for consistency. The plastic arm is the real thing and nothing here disputes it: a dopamine-gated, baseline-centred anti-Hebbian rule over ~7,835 KC→MBON07/MBON11 edges, with PAM11 and PPL101 compartments and gains derived from anatomical DAN→MBON contact counts, where the dopamine term is the compartment’s own measured firing rate rather than an injected scalar. But it is off by default (neural.plastic is False), so a stock run is a frozen graph plus a fitted readout. The site rates what a default run does — a rule anyone can check by cloning and running — and notes the arm that ships disabled. Turn it on and this is L2. L1 stands on the event-driven LIF kernel (tau_m 20 ms, tau_s 5 ms, threshold −45 mV, rest −52 mV, 2.2 ms refractory).
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