lrainie Goto Github PK

airline-delays

Predict airline delays using PySpark

causal_inference_demo

Causal Inference Demo

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deep-reinforcement-learning-for-automated-stock-trading-ensemble-strategy-icaif-2020

Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020.

distributed-statistical-computing

Computer Code and Statistical Cases for book: Distributed Statistical Computing for Big Data (大数据分布式计算与案例——李丰著)

dlsa

Distributed Least Squares Approximations

finrl-library

A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance.

hands-on-meta-learning-with-python

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

learn2learn

A PyTorch Library for Meta-learning Research

learning-to-reinforcement-learn

a implement of meta-RL

maml-pytorch-rl

maml_rl

Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

maoyan

MaoYan TOP 100 Movie

multi-agent-rl-for-liquidation

Source code for paper:Multi-agent reinforcement learning for liquidation strategy analysis

pgportfolio

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

pyfolio

Portfolio and risk analytics in Python

python-lec

python数据分析基础

python-machine-learning-cookbook

Code files for Python-Machine-Learning-Cookbook

rainbow-is-all-you-need

Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

reinforcement-learning-in-portfolio-management-

In this paper, we implement three state-of-art continuous reinforcement learning algorithms, Deep Deterministic Policy Gradient (DDPG), Proximal Policy Optimization (PPO) and Policy Gradient (PG)in portfolio management.

rlectures

ructhesis

**人民大学LaTeX论文模板

sac

Soft Actor-Critic

singlevaluecube

2016年本人的硕士毕业设计，基于Spark平台在TPC-DS数据集的表上生成Cube，表的度量值限定为一列且为末列。

sota-rl-algorithms

PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT-Opt, PointNet..

spark

Apache Spark

winutils

Windows binaries for Hadoop versions (built from the git commit ID used for the ASF relase)

winutils-1

winutils.exe hadoop.dll and hdfs.dll binaries for hadoop windows