List of tools & datasets for anomaly detection on time-series data.

Anomaly detection related books, papers, videos, and toolboxes

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

Graph Convolutional Networks for Text Classification. AAAI 2019

The fast.ai deep learning library, lessons, and tutorials

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Deep Learning with TensorFlow 2 and Keras, published by Packt

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

Personal AI Implementations

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

中文常用停用词表（哈工大停用词表、百度停用词表等）

sentence embedding by Smooth Inverse Frequency weighting scheme

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

Deep Learning with Keras

Deep Learning Cookbox

📖学习资源整合

Datasets, Transforms and Models specific to Computer Vision

A technical report on convolution arithmetic in the context of deep learning

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

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

exercise for nndl

Commented (but unaltered) version of original word2vec C implementation.

The interactive graphing library for Python ✨

Convolutional Neural Networks

Manipulation and analysis of geometric objects

Read, modify and write DICOM files with python code

Data competition Top Solution 数据竞赛top解决方案开源整理

Feature exploration for supervised learning