Cluster restaurants based on their menu items
-
Updated
Jun 25, 2022 - Jupyter Notebook
Cluster restaurants based on their menu items
Clustering sentences/text snippets by employing Sentence Embeddings (e.g., BERT, Universal Sentence Encoder etc) & various clustering algorithms like T-SNE, K-Means etc.
Developing Natural Language Processing tools to enhance Learning Analytics. Creating an automated dashboard that diagnoses strengths and weaknesses from educational data.
Official source codes for implementing "Quantitative Topic Analysis of Materials Science Literature Using Natural Language Processing"
Clustering of text data -- Final project for the course CS-E4650 Methods of Data Mining at Aalto University
Text analytics projects using NLTK, Scikit-learn and others
Clustering of human generated text
The AI backend server for the inPOINT project.
hierarchical clustering for texts, scatter plots, and word clouds
heuristic Implementations of text clustering and classification with k-means and naive bayes
This is a small project for Big Data Computing course, applying Dimensionality Reduction, Sampling and Clustering for topic detection in text documents.
Text-Clustering
Indonesian Text Clustering about PPKM(Pemberlakuan Pembatasan Kegiatan Masyarakat)
NLP
Extending kernel methods to variable-length sequences
Text clustering, an unsupervised ML technique in NLP, groups similar texts based on content. Techniques like hierarchical, k-means, or density-based clustering categorize unstructured data, unveiling insights and patterns in diverse datasets. This exploration was part of the NLP course in my University of Ottawa master's program in 2023.
Movie Synopsis Text Clustering using K-Means Clustering and TF-IDF Vectorizer and deployment using framework Flask
Learned techniques and tools for Web Mining and Natural Language Processing: BeautifulSoup, Selenium, Regular Expression, Text Classification, Text Clustering
Add a description, image, and links to the text-clustering topic page so that developers can more easily learn about it.
To associate your repository with the text-clustering topic, visit your repo's landing page and select "manage topics."