HCY's repositories

100-Days-Of-ML-Code

100 Days of ML Coding

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1806

18.06 course at MIT

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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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awesome-math

A curated list of awesome mathematics resources

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cs229t

Statistical Learning Theory (CS229T) Lecture Notes

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datascience

A Python library for introductory data science

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digital-signal-processing-lecture

Lecture notes for a masters course on Digital Signal Processing

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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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ITU-Rpy

A python implementation of the ITU-R P. Recommendations

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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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lifelines

Survival analysis in Python

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linear-programming

interior point method for linear programming

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LocalizationTDOA

TDOA localization Python implementation.

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Machine-Learning-Curriculum

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

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Machine-Learning-Notebooks

Machine Learning notebooks for refreshing concepts.

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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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math

MIT-18.06-线性代数-完整笔记

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MathsDL-spring18

Topics course Mathematics of Deep Learning, NYU, Spring 18

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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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mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

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numerical-linear-algebra

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

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practicalAI

A practical approach to learning machine learning.

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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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pykalman

Kalman Filter, Smoother, and EM Algorithm for Python

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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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scos-sensor

NTIA/ITS Spectrum Monitoring SCOS sensor reference implementation

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TensorFlow-Course

Simple and ready-to-use tutorials for TensorFlow

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textbook

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

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typora-theme-gallery

Website for Typora themes

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