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Fix LSTM training continuity for cloned nets#951

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Fixes#949

Updatesrc/recurrent.ts to ensure cloned LSTM nets continue training from the point where the original stopped.

  • AddfromJSON method to properly restore the training state.
  • Modifytrain method to account for the state of the cloned net.
  • UpdatetrainPattern method to consider the previous training state of the cloned net.
  • Adjustinitialize method to handle state restoration for cloned nets.
  • EnsurerunInputs method maintains continuity in training for cloned nets.

Add a test case insrc/recurrent/lstm.test.ts to verify that training a cloned LSTM net continues evolving from the point where the original stopped.

FixesBrainJS#949Update `src/recurrent.ts` to ensure cloned LSTM nets continue training from the point where the original stopped.* Add `fromJSON` method to properly restore the training state.* Modify `train` method to account for the state of the cloned net.* Update `trainPattern` method to consider the previous training state of the cloned net.* Adjust `initialize` method to handle state restoration for cloned nets.* Ensure `runInputs` method maintains continuity in training for cloned nets.Add a test case in `src/recurrent/lstm.test.ts` to verify that training a cloned LSTM net continues evolving from the point where the original stopped.
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Training resets (destroy) cloned (or saved) Neural Nets
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