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alphaengine

ars

An implementation of the Augmented Random Search algorithm

arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

autograd

Efficiently computes derivatives of numpy code.

brew

🍺 The missing package manager for macOS (or Linux)

code

Golub, Glattfelder and Olsen, ''The Alpha Engine: Designing an Automated Trading Algorithm''

cvxportfolio

Portfolio optimization and simulation in Python

d3rlpy

An offline deep reinforcement learning library

da-rnn

Dual-Stage Attention-Based Recurrent Neural Net for Time Series Prediction

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deep-rl-trading

playing idealized trading games with deep reinforcement learning

dq-mm

Deep Q-Learning for Market Making

efficient-capsnet

Official TensorFlow code for the paper "Efficient-CapsNet: Capsule Network with Self-Attention Routing".

financial-machine-learning

A curated list of practical financial machine learning (FinML) tools and applications in Python.

glances

Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.

hello-world

Hello World

informer2020

The GitHub repository for the paper accepted by AAAI 2021.

integrated-gradients

Attributing predictions made by the Inception network using the Integrated Gradients method

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

ipysheet

Jupyter handsontable integration

lod2021

PyTorch Tutorial at the LOD2021 conference

ma-crossover_strategies

machine-learning-in-finance

market-model-calliberation

markov-switching-multifractal

Python implementation of the Markov-Switching Multifractal model (MSM) of Calvet & Fisher (2004, 2008).

ml-cvnets

CVNets: A library for training computer vision networks

optuna

A hyperparameter optimization framework

pandas-technical-indicators

Technical Indicators implemented in Python using Pandas

pandas_market_calendars

Exchange calendars to use with pandas for trading applications

plaidml

PlaidML is a framework for making deep learning work everywhere.