Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

Chatbot in 200 lines of code using TensorLayer

🎵 Using Deep Learning to Categorize Music as Time Progresses Through Spectrogram Analysis

Long short-term memory recurrent neural networks for learning peptide and protein sequences to later design new, similar examples.

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

RNN(SimpleRNN, LSTM, GRU) Tensorflow2.0 & Keras Notebooks (Workshop materials)

All about Neural Networks!

The Official Deep Learning Framework for Route-based Place Recognition

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

Stock Price Prediction using Machine Learning Techniques

Keras tutorial for beginners (using TF backend)

Sentiment Analysis with LSTMs in Tensorflow

language model in Chinese，基于Pytorch官方文档实现

中文古诗自动作诗机器人，屌炸天，基于tensorflow1.10 api，正在积极维护升级中，快star，保持更新！

BasicOCR是一个致力于解决自然场景文字识别算法研究的项目。该项目由长城数字大数据应用技术研究院佟派AI团队发起和维护。