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from astropy.io.votable import parse | |
import pandas as pd | |
def votable_to_pandas(votable_file): | |
votable = parse(votable_file) | |
table = votable.get_first_table().to_table(use_names_over_ids=True) | |
return table.to_pandas() |
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import numpy as np | |
import tensorflow as tf | |
import matplotlib.pyplot as plt | |
from tensorflow.contrib.distributions import Bernoulli | |
class VariationalDense: | |
"""Variational Dense Layer Class""" | |
def __init__(self, n_in, n_out, model_prob, model_lam): | |
self.model_prob = model_prob |
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#!/bin/bash | |
# bash generate random alphanumeric string | |
# | |
# bash generate random 32 character alphanumeric string (upper and lowercase) and | |
NEW_UUID=$(cat /dev/urandom | tr -dc 'a-zA-Z0-9' | fold -w 32 | head -n 1) | |
# bash generate random 32 character alphanumeric string (lowercase only) | |
cat /dev/urandom | tr -dc 'a-z0-9' | fold -w 32 | head -n 1 |