The python programming language is one of a computer’s most highly readable languages, a major feature that has made it a go-to tool for writers. The python language uses clear English keywords, while other languages use punctuations and symbols in data structures. This makes for an easy flow and understanding of the codes.
Why Python software? You can generate a replica of a human’s text, and it entails simple steps like data loading, data reprocessing, model draining, and hands-on Python. In the following paragraphs, we will discuss what Python is and how to leverage this deep learning in your writing techs and assignments.
What is Python?
Python language is a general-purpose programming language designed by Guido Van Rossum and developed by the Python Software Foundation. Majorly it is used in web development, software development, mathematics, and system scripting. For writing, it has a syntax that is very similar to the English language, which enhances readability in so many ways.
Although it is one of the simplest programs, the python programming language is derived from many other languages like C, C++, ABC, Modula-3, Algol-68, Unix Shell, etc. All these have been modified to make Python a beginner-friendly code that is not only interactive but supports the development of applications like websites, games, etc.
Another reason python is growing exponentially is due to how versatile it is. It can be used by developers, non-developers, and in the case of this article, even writers. Instead of repeatedly performing a task till it becomes monotonous, you can always automate it by writing codes using Python.
Journalists, social media marketers, SME owners, students, or any group of individuals who are looking for novel possibilities that would help them simplify their daily tasks, then you can develop an open source code written in Python for ease and convenience. There are several available resources that can help make this easier.
Generative Pre-Trained Transformer 3
As we speak, the GPT 3 is one of the most advanced language prototypes, especially regarding writing tasks. It has a predecessor, the GPT 2, and although it was built on the same transformer-based style as the GPT 2, it is larger and bigger, making it one of the most highly developed to date.
For writing, a lot of applications have been developed using this model. Since its inception, GPT 3 has been used in writing essays, product descriptions, passages, articles and headlines, ad copies, landing pages, etc. It was designed and developed by OpenAl as a deep learning tool to generate texts that are a complete or close replica of human brain power.
As proof of how well developed this tool is, the GPT 3 weighs 175 billion parameters, compared to the 1.5 billion parameters of the GPT 2. This extensive difference shows how much more accurate and efficient the GPT 3 is over its predecessor.
The generated texts are practically indistinguishable from humans because the GPT 3 has higher parameters supporting higher writing comprehension. If you want to implement a Natural Language Processing tool into your daily life as a writer, then GPT 3 should be your go-to.
As we mentioned above, with 175 billion parameters, GPT 3 is still the most advanced language model created by OpenAl. It generates texts resembling a human and can be used by anyone ranging from attorneys to scientists, to mathematicians, to college students.
However, there is one major drawback. GPT 3 is not open-sourced. This means you can only access this tool on the application, which might take months to be approved. And there’s always the chance of being disapproved. This drawback means that millions of people will not have access to this wonderful tool.
Then comes GPT NEO. So many software development communities have tried to recreate the GPT 3 architecture, but none comes as close to the original as the GPT NEO created by EleutherAI with 125 million parameters.
The GPT NEO might not be as strong as the GPT 3, but it is a close clone and equally sophisticated. What’s more? It’s open source, so anyone can access the standard library and use the code. The processes are not as cumbersome as the many advantages you will gain. Simply install Pytorch, download a generator, and then use the available writing commands to generate texts for your essays, articles, etc.
NLTK in Python
The NLTK is a computer program called the Natural Language ToolKit. It is mainly used to build programs that work closely with Natural Language Processing to develop codes closely related to human language.
For those who want to write with NLTK code, you must know that this doesn’t work with long texts because it isn’t the most advanced NLP tool. It will give accurate results for the first few hundred words and might get repetitive or odd as the texts get longer. It is, however, efficient for essays, landing pages, short articles, etc.
Doing this would require expertise that many people don’t have. While NLTK is helpful, it doesn’t mean non-tech-savvy people stand no chance. On days when you are overwhelmed with other activities and require an essay to be written, StudyDriver is an online platform where you can get human professionals to write your essays for you. For a small fee, you will be paired with a knowledgeable field expert that will get your work done and meet your deadlines, regardless of the nature of your essay.
However, if you are tech-savvy, and are looking to do this yourself, get started by installing Python on your device, install NLTK with pip, and then start tokenizing by splitting up your texts into words or sentences.
We can see how far advancements in technology have gone in helping us simplify everyday tasks. Students, professors, journalists, and every other professional can now automate codes that will effectively write their essays by copying their unique and individual styles. From GTP 3 to GTP 2 to NLTK, professionals created these tools to assist and minimize stress.
We are also aware that not everyone is tech-inclined, so we appreciate the advancements that developed educational platforms where students can get professional human help on their assignments without using these tech tools.
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