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@VikingPenguinYT
VikingPenguinYT / dropout_bayesian_approximation_tensorflow.py
Last active June 24, 2025 00:36
Implementing Dropout as a Bayesian Approximation in TensorFlow
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
@gauravkaila
gauravkaila / install_docker_ubuntu_16.04.sh
Last active May 20, 2023 05:47
Install Docker and nvidia-docker on Ubuntu-16.04
#!/bin/bash
# add the GPG key for the official Docker repository to the system
curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo apt-key add -
# add the Docker repository to APT sources
sudo add-apt-repository "deb [arch=amd64] https://download.docker.com/linux/ubuntu $(lsb_release -cs) stable"
# update the package database with the Docker packages from the newly added repo
sudo apt-get update
@joshbuchea
joshbuchea / semantic-commit-messages.md
Last active March 24, 2026 01:44
Semantic Commit Messages

Semantic Commit Messages

See how a minor change to your commit message style can make you a better programmer.

Format: <type>(<scope>): <subject>

<scope> is optional

Example

@kingspp
kingspp / logging.py
Created April 22, 2017 07:14
Python Comprehensive Logging using YAML Configuration
import os
import yaml
import logging.config
import logging
import coloredlogs
def setup_logging(default_path='logging.yaml', default_level=logging.INFO, env_key='LOG_CFG'):
"""
| **@author:** Prathyush SP
| Logging Setup