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machine-learning

机器学习原理

machine_learning_resources

:fish::fish::fish: 机器学习面试复习资源

machinelearning

Machine learning algorithms implemented by pure numpy

machinelearning_python

机器学习算法python实现

math_by_richard_feynman

A repo of curated links to Math lectures by Prof. Richard Feynman

matrixprofile

A Python 3 library making time series data mining tasks utilizing matrix profile algorithms accessible to everyone.

mcns

misticl

Code repository for Knowledge and Information Systems paper titled 'Accelerating Pattern-Based Time Series Classification - A Linear Time and Space String Mining Approach' by Atif Raza and Stefan Kramer

ml-nlp

此项目是机器学习(Machine Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

ml_paper_notes

:book: Notes and summaries of some Machine Learning / Computer Vision / NLP papers.

mlai

Notes on machine learning and artificial intelligence.

modernconvnets

Revisions and implementations of modern Convolutional Neural Networks architectures in TensorFlow and Keras

mr-seql

Time Series Classification with Multiple Symbolic Representations.

mtbook

《机器翻译：统计建模与深度学习方法》肖桐 朱靖波 著 - Machine Translation: Statistical Modeling and Deep Learning Methods

nlp

Natural Language Processing Best Practices & Examples

nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

ntu-machine-learning

**大学李宏毅老师机器学习

orion

A machine learning library for detecting anomalies in signals.

pandas-ta

An easy to use Python 3 Pandas Extension with 80+Technical Analysis Indicators

phd_thesis_markdown

Template for writing a PhD thesis in Markdown

pmdarima

A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.

practical-statistics-for-data-scientists

Code repository for O'Reilly book

prml

PRML algorithms implemented in Python

prml-1

Repository of notes, code and notebooks for the book Pattern Recognition and Machine Learning by Christopher Bishop

protein-sequence-embedding-iclr2019

Source code for "Learning protein sequence embeddings using information from structure" - ICLR 2019

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

python-machine-learning-book-3rd-edition

The "Python Machine Learning (3nd edition)" book code repository

pytorch-forecasting

Time series forecasting with PyTorch

pytorch_tutorial

A set of jupyter notebooks on pytorch functions with examples