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an-introduction-to-statistical-learning

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

awsome-deep-learning-for-video-analysis

Papers, code and datasets about deep learning and multi-modal learning for video analysis

bootstrap

The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.

chinese-character-recognition

This project shows how to use CNN to perform Chinese character recognition, a much more complicated task compared to MNIST digit recognition.

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

coursera-ml-andrewng-mynote

斯坦福大学2014（吴恩达）机器学习教程个人笔记，主要是 Python 代码实现

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

deep_ocr

make a better chinese character recognition OCR than tesseract

doing_the_phd

gold-miner

🥇掘金翻译计划，可能是世界最大最好的英译中技术社区，最懂读者和译者的翻译平台：

handwritten-assessments

Digital Ink-Assisted Evaluation of Handwritten Chinese Character Legibility for CFL Beginners through Calligraphy Guidance

hanzi-writer

Chinese character stroke order animations and practice quizzes

hcml_course

isl-python

Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.

islr

My notes as I work through An Introduction to Statistical Learning with Applications in R (2nd edition) by James, Witten, Hastie, and Tibshirani.

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

jupyter

Jupyter metapackage for installation, docs and chat

learn-data-mining-through-excel

For the book Learn Data Mining through Excel

lihang-code

《统计学习方法》的代码实现

machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！

makemeahanzi

Free, open-source Chinese character data

makeyourownneuralnetwork

Code for the Make Your Own Neural Network book

new-pac

pr-python-tutorial

Introduction to Python for Pattern Recognition Tutorial 2019-2020 (Imperial College London)

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

pydata-book

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

python-100-days

Python - 100天从新手到大师

python-core-50-courses

Python语言基础50课

qss

Supplementary Materials for ``Quantitative Social Science: An Introduction''