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annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

awesome-gradient-boosting-papers

A curated list of gradient boosting research papers with implementations.

awesome-rl

Reinforcement learning resources curated

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

berkeley-stat-157

Homepage for STAT 157 at UC Berkeley

cifar-10_pytorch

Pytorch Tutorial

ctp-python

Python版CTP期货接口，支持Linux/Mac/Windows

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

deep-learning-papers-translation

深度学习论文翻译，包括分类论文，检测论文等

deep-reinforcement-learning-for-optimal-execution-of-portfolio-transactions-using-ddpg

Performing a trading strategy using deep deterministic policy gradients to know when to buy, hold or sell stocks in a virtual environment that simulates stock prices.

deeplearning.ai_jupyternotebooks

DeepLearning.ai课程学习Jupyter Notebook作业

esl-cn

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

espnet

End-to-End Speech Processing Toolkit

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

faiss

A library for efficient similarity search and clustering of dense vectors.

github-for-developers-7

hft

high-frequency trading

hft-simulator

high-frequency-trading-model-with-ib

A high-frequency trading model using Interactive Brokers API with pairs and mean-reversion in Python

kungfu

Kungfu Trader

leedeeprl-notes

李宏毅《深度强化学习》笔记，在线阅读地址：https://datawhalechina.github.io/leedeeprl-notes/

machinelearning

Machine learning resources

machinelearning_python

机器学习算法python实现

marketmaker

Marketmaker trading strategy

maro

Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization. It can be applied to many important industrial domains, such as container inventory management in logistics, bike repositioning in transportation, virtual machine provisioning in data centers, and asset management in finance. Besides RL, it also supports other planning/decision mechanisms, such as Operations Research. MARO provides comprehensive support in data processing, simulator building, RL algorithm selection, and distributed training.

ml-notes

notes about machine learning

models

Models and examples built with TensorFlow

mylearn

machine learning algorithm

openctp

CTP开放平台提供A股、港股、美股、期货、期权等全品种接入通道，通过提供中泰证券XTP、华鑫证券奇点、东方证券OST、东方财富证券EMT、盈透证券TWS等各通道的CTPAPI接口，CTP程序可以无缝对接各股票柜台。平台也提供了一套基于TTS交易系统的模拟环境，同样提供了CTPAPI兼容接口，可以替代Simnow，为CTP量化交易开发者提供7x24可用的模拟环境。

pandoratrader

CTP 高频量化交易平台 C++ Trade Platform for quant developer