6 min
The Global Interpreter Lock (GIL) of Python allows only one thread to be executed at a time. It is often a hurdle, as it...
tf.function is a decorator function provided by Tensorflow 2.0 that converts regular python code to a callable Tensorflow graph function, which is usually more...
6 min
Lambda Function, also referred to as ‘Anonymous function’ is same as a regular python function but can be defined without a name. 1. What...
7 min
Adding yield keyword to a function will make the function return a generator object that can be iterated upon. What does the yield keyword...
10 min
Compare the popular deep learning frameworks: Tensorflow vs Pytorch. We will go into the details behind how TensorFlow 1.x, TensorFlow 2.0 and PyTorch compare...
16 min
Reducing code runtime is important for developers. Python Profilers, like cProfile helps to find which part of the program or code takes more time...
6 min
Line plot is a type of chart that displays information as a series of data points connected by straight line segments. A line plot...
10 min
Scatter plot is a graph in which the values of two variables are plotted along two axes. It is a most basic type of...
22 min
Requests is an elegant and simple Python library built to handle HTTP requests in python easily. It allows you make GET, POST, PUT and...
11 min
The pyplot object is the main workhorse of matplotlib library. It is through pyplot that you can create the figure canvas, various types of...
5 min
Boxplot is a chart that is used to visualize how a given data (variable) is distributed using quartiles. It shows the minimum, maximum, median,...
5 min
A bar plot shows catergorical data as rectangular bars with the height of bars proportional to the value they represent. It is often used...
6 min
Augmented Dickey Fuller test (ADF Test) is a common statistical test used to test whether a given Time series is stationary or not. It...
6 min
KPSS test is a statistical test to check for stationarity of a series around a deterministic trend. Like ADF test, the KPSS test is...
15 min
Python datatable is the newest package for data manipulation and analysis in Python. It carries the spirit of R’s data.table with similar syntax. It...
24 min
Vector Autoregression (VAR) is a forecasting algorithm that can be used when two or more time series influence each other. That is, the relationship...
11 min
Mahalanobis distance is an effective multivariate distance metric that measures the distance between a point and a distribution. It is an extremely useful metric...
11 min
datetime is the standard module for working with dates in python. It provides 4 main objects for date and time operations: datetime, date, time...
13 min
Principal Components Analysis (PCA) is an algorithm to transform the columns of a dataset into a new set of features called Principal Components. By...
11 min
The logging module lets you track events when your code runs so that when the code crashes you can check the logs and identify...
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