Effective Python Keyword Detection Techniques
Kurious Fox You can detect keywords in a given text with Python using various techniques, starting from basic string operations…
Natural Language Processing
Visualizing Text Keywords in Python: Top Methods
There are several ways to visualize text keywords in Python, like word clouds, bar charts, network graphs, and…
Text Synonym Identification in Python: Simple to Advanced Methods
The content discusses various methods to identify synonyms in Python, including simple string matching, using the NLTK library,…
Sentiment Analysis in Python: TextBlob, NLTK & Transformers
This post will detail how to implement three sentiment analysis techniques: TextBlob, NLTK with Vader, and transformers in…
Fixed: OSError: You are trying to access a gated repo. Make sure to have access to it at https://huggingface.co….
OSError: You are trying to access a gated repo. Make sure to have access to it at https://huggingface.co/google/gemma-3-27b-it.…
libtorchtext.so: undefined symbol: _ZN5torch3jit17parseSchemaOrNameERKSs TorchText Error Fixed
How to fix the error libtorchtext.so: undefined symbol: _ZN5torch3jit17parseSchemaOrNameERKSs when installing torchtext.
Word Embeddings in PyTorch: A Complete Guide
The guide explains implementing, training, saving, and loading word embeddings in PyTorch. It details using nn.Embedding, a neural…
Understanding Word Embeddings: Word2Vec vs GloVe + Python Code
Word embeddings like Word2Vec and GloVe provide vector representations of words, capturing meanings and relationships. Word2Vec utilizes a…
WordPiece Tokenization: A Deep Dive
WordPiece Tokenization enhances classical tokenization strategies by breaking words into subwords to manage rare and out-of-vocabulary terms effectively,…
Byte Pair Encoding (BPE) tokenizer & Python codes
Byte Pair Encoding (BPE) efficiently tokenizes text in NLP by merging common character pairs, reducing vocabulary size and…