优质的推荐算法资源汇总

宗旨：构建全球最大的ML相关的学习书籍平台（吹个大牛）

Natural Language Processing Tutorial for Deep Learning Researchers

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

Machine Learning Resources, Practice and Research

《Pytorch模型训练实用教程》中配套代码

BERT-DST: Scalable End-to-End Dialogue State Tracking with Bidirectional Encoder Representations from Transformer

Code for LAMOL: LAnguage MOdeling for Lifelong Language Learning

汇总各大互联网公司容易考察的高频leetcode题🔥

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

贵校课程资料民间整理

《统计学习方法》的代码实现

Matplotlib styles for scientific plotting

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

Source code for transferable dialogue state generator (TRADE, Wu et al., 2019). https://arxiv.org/abs/1905.08743

motivation: 系统整理NLP各个方向需要阅读的论文

The classical BiLSTM-CRF model implemented in Tensorflow, for sequence labeling tasks. In Vex version, everything is configurable.

Source code for the implementation of Scalable Neural Dialogue State Tracking (G-SAT)

My blogs and code for machine learning. http://cnblogs.com/pinard

Overcoming catastrophic forgetting with hard attention to the task

Memory Aware Synapses method implementation code