Deep Learning Examples

CVPR 2022 papers with code (论文及代码）

A curated list of awesome Deep Learning for Natural Language Processing resources

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

PRML algorithms implemented in Python

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

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。

TensorFlow code and pre-trained models for BERT

Natural Language Processing Tutorial for Deep Learning Researchers

XLNet: Generalized Autoregressive Pretraining for Language Understanding

A collection of various deep learning architectures, models, and tips

《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

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

paper note, including personal comments, introduction, code etc

自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁

Make huge neural nets fit in memory

100+ Chinese Word Vectors 上百种预训练中文词向量

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15个章节，近20万字。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

Experimental keras implementation of novel neural network structures

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

Source-to-Source Debuggable Derivatives in Pure Python

Benchmark code

It is open source ebook about TensorFlow kernel and implementation mechanism.

Windows and Linux version of Darknet Yolo v2 & v3 Neural Networks for object detection

A complete computer science study plan to become a software engineer.

TensorForce: A TensorFlow library for applied reinforcement learning

A toolkit for developing and comparing reinforcement learning algorithms.

PyTorch implementation of the YOLO (You Only Look Once) v2

A high-performance distributed execution engine