lengyueyang Goto Github PK

machine_learning

机器学习笔记，来源于：李航的《统计学习方法》 周志华的《机器学习》 Peter Harrington 的《机器学习实战》 以及Python的 Scikit-Learn 开源库。

machine_learning_beginner

机器学习初学者公众号作品

mastering-emacs-in-one-year-guide

How to be great at emacs in one year

mit-18.06-linalg-notes

MIT 18.06 线性代数笔记

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep 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。

my-profile

nlp-beginner

NLP上手教程

nlp-datasets

Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)

nlp-interview-notes

该仓库主要记录 NLP 算法工程师相关的面试题

nn4nlp-code

Code Samples from Neural Networks for NLP

nndl.github.io

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

notebook

Jupyter Interactive Notebook

notes-linear-algebra

线性代数笔记

ntu-hsuantienlin-ml

:book: **大学林轩田机器学习笔记

old-resume

Resume for Job

org-babel-examples

Examples using emacs org mode babel inline source code with different backend languages

org-beamer

A simple example for org-mode to make beamer

org-math

math learning notes in orgmode

ox-hugo

A carefully crafted Org exporter back-end for Hugo

paddlenlp

Easy-to-use and powerful NLP library with Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including Neural Search, Question Answering, Information Extraction and Sentiment Analysis end-to-end system.

pdf

编程电子书，电子书，编程书籍，包括C，C#，Docker，Elasticsearch，Git，Hadoop，HeadFirst，Java，Javascript，jvm，Kafka，Linux，Maven，MongoDB，MyBatis，MySQL，Netty，Nginx，Python，RabbitMQ，Redis，Scala，Solr，Spark，Spring，SpringBoot，SpringCloud，TCPIP，Tomcat，Zookeeper，人工智能，大数据类，并发编程，数据库类，数据挖掘，新面试题，架构设计，算法系列，计算机类，设计模式，软件测试，重构优化，等更多分类

pre-trained-models

预训练语言模型综述

principles-of-mathematical-analysis

:book: A solutions manual to Walter Rudin's "Principles of Mathematical Analysis (3/e)".

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 ;)

pybrml

Python Version of BRML toolbox for Bayesian Reasoning and Machine Learning

pyda-2e-zh

:book: [译] 利用 Python 进行数据分析 · 第 2 版

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

python

My Python Examples

python-1

All Algorithms implemented in Python

python-cookbook

Code samples from the "Python Cookbook, 3rd Edition", published by O'Reilly & Associates, May, 2013.