Aqeel Anwar aqeelanwar
aqeelanwar
/ bias_var_tradeoff.py
Last active
February 17, 2020 07:18
Bias-Variance tradeoff by example
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| # Author: aqeelanwar | |
| # Created: 16 February,2020, 7:12 PM | |
| # Email: aqeel.anwar@gatech.edu | |
| import numpy as np | |
| import matplotlib.pyplot as plt | |
| import matplotlib | |
| matplotlib.rcParams['font.sans-serif'] = "cmr10" | |
| import random | |
| np.random.seed(54) |
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| class DeepAgent(): | |
| def __init__(self, input_size, num_actions, client, env_type, train_fc, network_path, name): | |
| print('------------------------------ ' +str(name)+ ' ------------------------------') | |
| self.g = tf.Graph() | |
| self.iter=0 | |
| with self.g.as_default(): | |
| self.stat_writer = tf.summary.FileWriter(network_path+'return_plot') | |
| # name_array = 'D:/train/loss'+'/'+name | |
| self.loss_writer = tf.summary.FileWriter(network_path+'loss/'+name) |