MovsisyanM

{
    "update_id": 99737762,
    "message": {
        "message_id": 3746,
        "from": {
            "id": 993903016,
            "is_bot": false,
            "first_name": "Mher",
            "last_name": "Movsisyan",
            "username": "Movsisyannn",

MovsisyanM

def capped_relu(x):
    """Mirrored-Z shaped activation function: min(10, relu(x))"""
    return tf.minimum(tf.keras.activations.relu(x), 10)

MovsisyanM

def equigen(
    x: pd.DataFrame, 
    y: pd.Series, 
    batch_size: int = 256, 
    seed: int = seed, 
    preproc: callable = None,
    preproc_kwargs: dict = {}):
    """Balanced generator for 0, 1 binary classification problems"""
    np.random.seed(seed)

MovsisyanM

import numpy as np

def Gauss_Seidel(A, b, N):
    """Solves the linear system Ax = b using Gauss-Seidel method."""
    x = np.zeros(len(b))
    e_inverse = np.linalg.inv(np.tril(A))
    
    for i in range(N):
        x += np.dot(e_inverse, b - np.dot(A, x))
                

MovsisyanM

MovsisyanM

Gstreamer Pipeline Samples

Table of Contents:

• Gstreamer Pipeline Samples
  • Tips for Debug
  • Video
    • display test video
    • record to file
• record and display at the same time(queue)

MovsisyanM

#!/bin/bash
#
# This hook will look for code comments marked '//no-commit'
#    - case-insensitive
#    - dash is optional
#    - there may be a space after the //
#
noCommitCount=$(git diff --no-ext-diff --cached | egrep -i --count "(@No|\/\/\s?no[ -]?)commit")
if [ "$noCommitCount" -ne "0" ]; then
   echo "WARNING: You are attempting to commit changes which include a 'no-commit'."