HCY's repositories

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cs229t

Statistical Learning Theory (CS229T) Lecture Notes

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textbook

The textbook Computational and Inferential Thinking: The Foundations of Data Science

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ITU-Rpy

A python implementation of the ITU-R P. Recommendations

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practicalAI

A practical approach to learning machine learning.

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TensorFlow-Course

Simple and ready-to-use tutorials for TensorFlow

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Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)

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typora-theme-gallery

Website for Typora themes

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numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

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datascience

A Python library for introductory data science

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mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

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lifelines

Survival analysis in Python

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Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

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Machine-Learning-Notebooks

Machine Learning notebooks for refreshing concepts.

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math

MIT-18.06-线性代数-完整笔记

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digital-signal-processing-lecture

Lecture notes for a masters course on Digital Signal Processing

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Machine-Learning-Curriculum

Complete path for a beginner to become a Machine Learning Scientist!

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awesome-math

A curated list of awesome mathematics resources

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gosl

Go scientific library for machine learning, linear algebra, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, graph, plotting, visualisation, tensors, eigenvalues, differential equations, more.

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machine-learning-yearning-cn

吴恩达《Machine Learning Yearning》的中英文版(更新中):第1~第22章

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1806

18.06 course at MIT

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mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

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python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

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100-Days-Of-ML-Code

100 Days of ML Coding

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learn_math_fast

This is the Curriculum for "How to Learn Mathematics Fast" By Siraj Raval on Youtube

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LocalizationTDOA

TDOA localization Python implementation.

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pykalman

Kalman Filter, Smoother, and EM Algorithm for Python

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scos-sensor

NTIA/ITS Spectrum Monitoring SCOS sensor reference implementation

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linear-programming

interior point method for linear programming

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MathsDL-spring18

Topics course Mathematics of Deep Learning, NYU, Spring 18

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