Inderpartap Singh Cheema inderpartap
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inderpartap
/ node_migration.py
Created
March 4, 2025 20:33
This Python script automates the zero-downtime migration of workloads between Amazon EKS node groups. It taints and cordons old nodes to prevent new pod scheduling, drains workloads while respecting eviction policies, and moves those workloads to the new node groups. This ensures a smooth transition without disrupting running services.
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| # Standard Library | |
| import argparse | |
| import json | |
| import logging | |
| import subprocess | |
| import time | |
| from typing import List | |
| # Configure logging | |
| logging.basicConfig( |
inderpartap
/ NeuralNetVisualize.py
Created
February 1, 2020 07:20
This code visualizes how a Multi-layer Perceptron (MLP) Neural Network recognizes hand-written digits from the MNIST data set.
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| import numpy as np | |
| import pandas as pd | |
| import matplotlib.pyplot as plt | |
| import matplotlib.animation | |
| from sklearn.model_selection import train_test_split | |
| plt.rcParams["animation.html"] = "jshtml" | |
| from keras.models import Sequential | |
| from keras.layers import Dense, Activation, Dropout | |
| from keras.utils import to_categorical, plot_model |