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recnews

推荐系统/计算广告/信息检索 前沿干货技术精选文章

reco-papers

Classic papers and resources on recommendation

recsys

计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估

rl_trading

An environment to high-frequency trading agents under reinforcement learning

rnn-time-series-anomaly-detection

RNN based Time-series Anomaly detector model implemented in Pytorch.

rspapers

Must-read papers on Recommender System.

stanford-cs-229-cn

A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译

stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

stockmarketgan

Stock Market Prediction Using Unsupervised Features

stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

taganomaly

Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)

tcn

Sequence modeling benchmarks and temporal convolutional networks

tensorflow-2.x-tutorials

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。

tensorflow-course

Simple and ready-to-use tutorials for TensorFlow

tensorflow-windows-wheel

Tensorflow prebuilt binary for Windows

tensorflow2_tutorials_chinese

tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials

text_classification

all kinds of text classification models and more with deep learning

the-art-of-command-line

Master the command line, in one page

the-art-of-programming-by-july

本项目曾冲到全球第一，干货集锦见本页面最底部，另完整精致的纸质版《编程之法：面试和算法心得》已在京东/当当上销售

tobetopjavaer

To Be Top Javaer - Java工程师成神之路

vgg16convolutionalautoencoder