XOR Problem

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From warmups in https://openai.com/blog/requests-for-research-2/

Instead of a many-to-one sequence to parity model, I wrote a many-to-many model: sequence to cumulative parities.

Generate a dataset of random 100,000 binary strings of length 50. Train the LSTM.

fixed_length.ipynb

Generate a dataset of random 100,000 binary strings, where the length of each string is independently and randomly chosen between 1 and 50. Train the LSTM.

variable_length.ipynb