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Adding deterministic reservoirs with self loops #263

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Merged
merged 6 commits into from
Mar 13, 2025
Merged

Adding deterministic reservoirs with self loops #263

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b1ba131
added cycle reservoir with self loops
MartinuzziFrancesco Mar 10, 2025
97b460e
added selfloop_feedback_cycle
MartinuzziFrancesco Mar 11, 2025
67b4ce2
added tp3
MartinuzziFrancesco Mar 12, 2025
ed3838a
added tp4
MartinuzziFrancesco Mar 13, 2025
a1a8e4f
added tp5
MartinuzziFrancesco Mar 13, 2025
82c633f
uniformed naming, added equations
MartinuzziFrancesco Mar 13, 2025
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5 changes: 5 additions & 0 deletions docs/src/api/inits.md
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Expand Up @@ -24,4 +24,9 @@
chaotic_init
low_connectivity
double_cycle
selfloop_cycle
selfloop_feedback_cycle
selfloop_delayline_backward
selfloop_forward_connection
forward_connection
```
4 changes: 3 additions & 1 deletion src/ReservoirComputing.jl
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Expand Up @@ -39,7 +39,9 @@ export StandardRidge
export scaled_rand, weighted_init, informed_init, minimal_init, chebyshev_mapping,
logistic_mapping, modified_lm
export rand_sparse, delay_line, delay_line_backward, cycle_jumps,
simple_cycle, pseudo_svd, chaotic_init, low_connectivity, double_cycle
simple_cycle, pseudo_svd, chaotic_init, low_connectivity, double_cycle,
selfloop_cycle, selfloop_feedback_cycle, selfloop_delayline_backward,
selfloop_forward_connection, forward_connection
export RNN, MRNN, GRU, GRUParams, FullyGated, Minimal
export train
export ESN, HybridESN, KnowledgeModel, DeepESN
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