Cell

[Theozeud]

I added a new type of model : cells. A GridCell structure, similar as Chain, is provided to make grids of cells. A applygrid function, similar as applychain is also provided. Different cells are provided :

• IdentityCell,
• Recurrent for RNN,
• GRU,
• LSTM. With the GridCell function, we can do deep versions of RNN.

[codecov[bot]]

Codecov Report

Merging #5 (61e2d2c) into main (65528e7) will increase coverage by 4.62%. Report is 3 commits behind head on main. The diff coverage is 75.39%.

@@            Coverage Diff             @@
##             main       #5      +/-   ##
==========================================
+ Coverage   66.99%   71.61%   +4.62%     
==========================================
  Files          12       18       +6     
  Lines         103      229     +126     
==========================================
+ Hits           69      164      +95     
- Misses         34       65      +31     

Files Changed	Coverage Δ
src/AbstractNeuralNetworks.jl	100.00% <ø> (ø)
src/neural_network.jl	50.00% <0.00%> (-11.54%)	:arrow_down:
src/cells/abstract.jl	20.00% <20.00%> (ø)
src/grid.jl	50.00% <50.00%> (ø)
src/cells/identity.jl	55.55% <55.55%> (ø)
src/cells/recurrent.jl	65.38% <65.38%> (ø)
src/activation.jl	100.00% <100.00%> (ø)
src/cells/gru.jl	100.00% <100.00%> (ø)
src/cells/lstm.jl	100.00% <100.00%> (ø)

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