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Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.
Vector space index based search engine that's available as a HTTP service or as an embedded library.
訓練中文詞向量 Word2vec, Word2vec was created by a team of researchers led by Tomas Mikolov at Google.
Python CLI to apply word2vec to all sorts of text documents.
Abstract Algebra: An implementation of Finite Algebras: Groups, Rings, Fields, Vector Spaces, Modules, Monoids, Semigroups, and Magmas. See the ReadTheDocs link.
Basic Linear Algebra implementation (Matrices, Vector spaces)
A Python package for abstract linear algebra
📐 Defines the properties of space, displacements, euclidean vector, vector algebra and Vector(2|3|4) of known cardinality
⚙️ An open source implementation of mathematical vectors in JavaScript
Image classification and unsupervised learning using latent space vectors produced by convolutional neural nets together with the original vectors space
An interactive Streamlit web app for exploring and visualizing word embeddings using pre-trained models like GloVe, Word2Vec, and FastText.
个人撰写的线性代数笔记,尽量包含了所有的我认为必需的线性代数初等知识。与本人在知乎上发表的专栏略有出入
Unofficial fork of Norio Katayama's SR Tree spatial indexing implementation for high-dimensional data
Python codes to implement fundamental algorithms and techniques associated with Natural Language Processing.
📚 Explore linear algebra concepts with this beginner-friendly guide, covering vectors, scalars, and more through clear explanations and practical examples.
Visualize and manipulate high-dimensional word vectors in three dimensions.
A numerical methods project!
Coursera Natural Language Processing Specialization.