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agents

Efficient Batched Reinforcement Learning in TensorFlow

algorithmictrading-cointegration

Proof of concept Cointegration-Based spread trading strategy applied to the Foreign Exchange market

arctic

High performance datastore for time series and tick data

ars

An implementation of the Augmented Random Search algorithm

async-rl

Replicating "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)

async-rl-1

Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"

async_deep_reinforce

Asynchronous Methods for Deep Reinforcement Learning

awesome-beam

A curated list of awesome resources for Apache Beam

awesome-pipeline

A curated list of awesome pipeline toolkits inspired by Awesome Sysadmin

awesome-quant-machine-learning-trading

Quant/Algorithm trading resources with an emphasis on Machine Learning

awesome-rl

Reinforcement learning resources curated

awesome-streaming

a curated list of awesome streaming frameworks, applications, etc

awesome_time_series_in_python

This curated list contains python packages for time series analysis

backtrader

Python Backtesting library for trading strategies

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bear

Code for Stabilizing Off-Policy RL via Bootstrapping Error Reduction

boosters

btgym

Scalable, event-driven, deep-learning-friendly backtesting library

capslayer

CapsLayer: An advanced library for capsule theory

chaos

Singular Spectrum Analysis methods implementation in Python

clipper

A low-latency prediction-serving system

cloudml-samples

Cloud ML Engine is now a part of AI Platform

common-workflow-language

Repository for the CWL standards. Use https://www.biostars.org/t/cwl/ for support 😊

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

covid19-tutu

crypto_spread_test

crypto currency spread trading tests

deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

dnc

A TensorFlow implementation of the Differentiable Neural Computer.

drl

Deconfounding Reinforcement Learning in Observational Settings

far-ho

Gradient based hyperparameter optimization package for TensorFlow