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abu

阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构

adversarial-neural-cryptography-tensorflow

Mimicking symmetric cryptosystem using adversarial networks to show that neural nets are able to learn to communicate with each other securely

artificial-intelligence-deep-learning-machine-learning-tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)

autodownload

根据股票帐号，自动下载www.cninfo.com.上对应的企业年报（pdf格式），然后将这些pdf格式的文件转换为txt文件，然后从中提取出有用的信息，进行数据分析和图标展示

bondsshare

抓取上海证券交易所股票分红信息

cae.py

Contractive Auto-Encoders in Numpy

capsgnn

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

chatbotcourse

自己动手做聊天机器人教程

daily-stock-forecast

Daily Stock Forecasts using Machine Learning & Python

deep_learning_theory_and_practice

《深度学习理论与实战：基础篇》代码

distributed-graph-analytics

Distributed Graph Analytics (DGA) is a compendium of graph analytics written for Bulk-Synchronous-Parallel (BSP) processing frameworks such as Giraph and GraphX. The analytics included are High Betweenness Set Extraction, Weakly Connected Components, Page Rank, Leaf Compression, and Louvain Modularity.

eastmoney_crawler

爬取东方财富股吧沪深股票文章、评论及发言用户信息

egads

A Java package to automatically detect anomalies in large scale time-series data

futu_algo

Futu Algorithmic Trading Solution (Python) 基於富途OpenAPI所開發量化交易程序

gp

爬取东方财富网股票信息

holt_winters

Holt-Winters Triple Exponential Smoothing Algorithm

holtwintersprognoses

igpl

Learn graph patterns for recommender systems based on a GNN.

jiqishizhan

kaggle-web-traffic

1st place solution

keras_to_tensorflow

General code to convert a trained keras model into an inference tensorflow model

multidimensional_root_cause_analysis

基于蒙特卡洛树（MCTS）的多维监控异常根因分析

patchwork

Highly Scalable Grid-Density Clustering Algorithm for Spark MLLib

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

qasystemonmedicalkg

A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。

reco-papers

Classic papers and resources on recommendation

shifu

An end-to-end machine learning and data mining framework on Hadoop

spark-infotheoretic-feature-selection

This package contains a generic implementation of greedy Information Theoretic Feature Selection (FS) methods. The implementation is based on the common theoretic framework presented by Gavin Brown. Implementations of mRMR, InfoGain, JMI and other commonly used FS filters are provided.

spark-mdlp-discretization

Spark implementation of Fayyad's discretizer based on Minimum Description Length Principle (MDLP)

stock-prediction-models

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