Hong's starred repositories
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!
deeplearning.ai
该存储库包含由deeplearning.ai提供的相关课程的个人的笔记和实现代码。
BiDAF-pytorch
Re-implementation of BiDAF(Bidirectional Attention Flow for Machine Comprehension, Minjoon Seo et al., ICLR 2017) on PyTorch.
bi-att-flow
Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.
Speaker_Verification
Tensorflow implementation of "Generalized End-to-End Loss for Speaker Verification"
deeplearningbook-chinese
Deep Learning Book Chinese Translation
lshort-zh-cn
A Chinese edition of the Not So Short Introduction to LaTeX2ε
MOOC-2019-Machine-Learning-Specialization
Coursera Machine Learning Specialization offered by University of Washington
Machine-Learning-Specialization
Coursera specialization by the University of Washington
coursera-university-of-washington
University of Washington
Machine-Learning-University-of-Washington
Assignments for University of Washington Machine Learning Specialization through Coursera
keras-oneshot
koch et al, Siamese Networks for one-shot learning, (mostly) reimplimented in keras
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
MLDS2018SPRING
Machine Learning and having it Deep and Structured (MLDS) in 2018 spring
Coursera-Stanford-ML-Python
Coursera/Stanford Machine Learning course assignments in python