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machine-learning-notes icon machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(2000+页)和视频链接

mathematical-methods-in-deep-learning-ipython icon mathematical-methods-in-deep-learning-ipython

Python code (in the form of Jupyter ipython notebooks) to support the book "Math and Architectures of Deep Learning" (Krishnendu Chaudhury with Ananya Ashok, Sujay Narumanchi, Devashish Shankar).

ml-basics icon ml-basics

Exercise notebooks for Machine Learning modules on Microsoft Learn

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

ml4a-guides icon ml4a-guides

practical guides, tutorials, and code samples for ml4a

nlp-tutorial icon nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlpython icon nlpython

This repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"

notebooks icon notebooks

:notebook: A growing collection of Jupyter Notebooks written in Python, OCaml and Julia for science examples, algorithms, visualizations etc

oop-in-cplusplus icon oop-in-cplusplus

An Awesome Repository On Object Oriented Programming In C++ Language. Ideal For Computer Science Undergraduates, This Repository Holds All The Resources Created And Used By Me - Code & Theory For One To Master Object Oriented Programming. Filled With Theory Slides, Number Of Programs, Concept-Clearing Projects And Beautifully Explained, Well Documented Learnings, This Repository Shall Project My Learnings In OOP During College And Help You Master The Same!

probability_cheatsheet icon probability_cheatsheet

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

pyimagesearch icon pyimagesearch

Repository for PyImageSearch Projects: https://www.pyimagesearch.com/

quiver icon quiver

Interactive convnet features visualization for Keras

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