Could someone explain what the data files are and what environment should we use to make the final predictions for the submission?
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Welcome to Xeek! Here are some answers to your questions:
- To explain the data files a little further:
One of the hurdles for this challenge is that the accumulations are tiny. If you load one of the arrays and query it with:
np.sum(x)
You should see a positive number. For vol1_accumulations.npy , the sum should be 7286. To see where these accumulations are sitting try:
np.transpose(np.nonzero(x>0))
To get a list of indices of nonzero elements. While this may seem like a daunting task, predicting such small accumulations is only a part of this challenge. We are more interested in code that creates agents with the behaviors of fluids in the subsurface.
If the above pieces of code don’t work for you, please reach out again. Good luck!
- For final submission, please use the environment labeled
vol6_environment