luke chen's starred repositories
deeplearningbook-chinese
Deep Learning Book Chinese Translation
pumpkin-book
《机器学习》（西瓜书）公式详解
100-Days-Of-ML-Code
100-Days-Of-ML-Code中文版
lihang-code
《统计学习方法》的代码实现
deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
PyTorch_Tutorial
《Pytorch模型训练实用教程》中配套代码
lihang_book_algorithm
致力于将李航博士《统计学习方法》一书中所有算法实现一遍
Introduction-NLP
HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。
machine_learning_beginner
机器学习初学者公众号作品
a_journey_into_math_of_ml
汉语自然语言处理视频教程-开源学习资料
statistical-learning-method-solutions-manual
统计学习方法习题解答，在线阅读地址：https://datawhalechina.github.io/statistical-learning-method-solutions-manual
bi-lstm-crf
使用keras实现的基于Bi-LSTM + CRF的中文分词+词性标注
transformer-word-segmenter
Sequence labeling base on universal transformer (Transformer encoder) and CRF; 基于Universal Transformer + CRF 的中文分词和词性标注
deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
PeopleDaily1998
人民日报1998年1-4月中文标注语料库
MachineLearningCourseNote
Youtube李宏毅教授(Hung-yi Lee, NTU)讲解的《Machine Learning》 课程笔记与notebook相关实现。
Pokemon-Classifier
A Keras-constructed model implemented as an iOS Application that allows users to classify Pokemon detected through their camera feed as being one of five distinct Pokemon.
Cat-Dog-Classification-Flask-App
We successfully built a deep neural network model by implementing Convolutional Neural Network (CNN) to classify dog and cat images with very high accuracy 97.32 %. In addition, we also built a Flask application so user can upload their images and classify easily.
IT-material
技术资料收集
pokemon_classifier
Pokemon type classifier using Gaussian Naive Bayes & KNN
Pokemon-Legendary-Classification
Operating on Kaggle Pokemon Dataset to go through various Classification Algorithms.