MATLAB is one of the most popular programming platforms for professionals and students who need to work with complex data. The platform highlights a combination of ease of use and surprisingly fast performance. You can use it to develop algorithms, create new models, and even integrate it with other platforms. MATLAB wasn’t just created as […]
About the Author: Jack Sanderson is a software engineer with a degree from a leading US technical university and experience at two machine learning startups. His passions include streamlining the repetitive aspects of database engineering and IT operations, where he uses his expertise in Python and DevOps to simplify and scale production data pipelines. He's a regular speaker at Python user conferences, championing the growth of the language within the data engineering community. When he's not debugging code or explaining some weird Python error to one of his teammates, he can be found volunteering at the local pet shelter or mountain biking in foreign countries. He asks that you always spay or neuter your pet and of course, never let errors pass silently (unless explicitly silenced).
Three different ways to use the PyTorch torch.max() function
Python has gained a solid reputation for flexibility and ease of use. And one of the most impressive things about the language is that most third-party libraries uphold the language’s design philosophy. This is even true for the major libraries which provide specific functionality for scientific, mathematical, and data analytic processing. Even seemingly simple functions […]
PyTorch: How To Use Torch Cat to Concatenate Two or More Tensors
PyTorch is an impressively powerful machine-learning library and framework for Python. The library provides a wealth of heavily optimized functionality that can be used to work with AI or almost any area of data analysis. But effectively using PyTorch means learning how to work with its data types in the most efficient way possible. For […]
PyTorch – How To Use Torch Sum To Aggregate a Tensor Along an Axis
PyTorch is best known as a machine learning framework. And it’s true that the Python library is a fantastic option for anyone working within that context. But one of PyTorch’s less discussed elements is how well it can be used for general data science. Any kind of machine learning depends on advanced mathematical processing. And […]
PyTorch: How To Use Torch Zeros To Create a Tensor Filled With Zeros
Python’s libraries related to math, data science, and data analysis are capable of some truly amazing feats. Higher-level languages like Python typically sacrifice speed for flexibility and ease of use. But third-party libraries like PyTorch, Pandas and NumPy provide remarkably efficient data processing while still retaining Python’s unique flexibility. It’s always best to combine a […]
How to Use py socks to send traffic via SOCKS and HTTP proxies
People use Python for a wide variety of different reasons. One of the most common of these is its sheer ease of use. Python’s syntax and design make it easy to write code in a human-readable format. Likewise, the sheer variety of 3rd party libraries makes coding in the language even easier. But there’s another […]
What Are the Best Ways To Return Multiple Values From a Python Function?
Variables are a part of every programming language. But few languages handle variables as neatly and cleanly as Python. Users can typically manipulate variables with a wide variety of different methods and functions. And the results will usually be returned neatly and in a way that seldom leads to errors. However, you might wonder how […]
Understanding Rbind in Python
One of the most important elements of Python is its expandability. Various third-party libraries can add a wide range of specialized functionality to the language. And this is perhaps most readily apparent in areas related to math and data science. NumPy and Pandas are particularly important for anyone who needs to work with large amounts […]
How To Use Numpy Flatten to Flatten a multi-dimensional array
Python is well known for its elegant simplicity. It’s a language designed around the idea of people creating additional libraries to add any functionality they need. This has resulted in a wide range of 3rd party Python libraries related to data science, math, and analysis. The language’s flexibility is impressive. But where Python’s system really […]
How to Fix the Python Error: valueerror: if using all scalar values, you must pass an index
There are some solid reasons why Python is one of the most popular programming languages across many different fields. It provides ease of use with some impressive power. It can even be expanded with third party libraries that let it to do even more. Some of the more popular additions even provide extra scientific and […]