Merge pull request #263 from SciML/fm/sl

Adding deterministic reservoirs with self loops

Author: MartinuzziFrancesco

docs/src/api/inits.md

@@ -24,4 +24,9 @@
     chaotic_init
     low_connectivity
     double_cycle
+    selfloop_cycle
+    selfloop_feedback_cycle
+    selfloop_delayline_backward
+    selfloop_forward_connection
+    forward_connection
 ```

src/ReservoirComputing.jl

@@ -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