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tdxio's Projects

a3c_trading

Trading with recurrent actor-critic reinforcement learning

alphatrade

JAX-LOB: A GPU-Accelerated limit order book simulator to unlock large scale reinforcement learning for trading

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

asp

PHBS Applied Stochastic Processes Course Website

asset-portfolio-management-usingdeep-reinforcement-learning-

This repository represents work in progress for the Worldquant University Capstone Project titled: Asset Portfolio Management using Deep Reinforcement Learning (DRL). The work presented explores the use of Deep Reinforcement Learning in dynamically allocating assets in a portfolio in order to solve the Tactical Asset Allocation (TAA) problem.

backtrader-crypto-rl

Cryptocurrency Trading with Reinforcement Learning based on Backtrader

basic-mathematics-for-machine-learning

The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI

charting-library-tutorial

This tutorial explains step by step how to connect your data to the Charting Library

chess-alpha-zero

Chess reinforcement learning by AlphaGo Zero methods.

deep-reinforcement-learning

Introduction to Deep Reinforcement Learning

deep-reinforcement-learning-algorithms

32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

deep-reinforcement-stock-trading

A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep reinforcement learning algorithms to stock trading in a highly modular and scalable framework.

deep_reinforcement_learning_trading

Deep Reinforcement Learning for Trading

deeplearning-trader

backtrader with DRL ( Deep Reinforcement Learning)

deepreinforcementlearninginaction

Code from the Deep Reinforcement Learning in Action book from Manning, Inc

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

drl-zh

Deep Reinforcement Learning: Zero to Hero!

financedatabase

This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.

financial-models-numerical-methods

Collection of notebooks about quantitative finance, with interactive python code.

finrl

FinRL: Financial Reinforcement Learning. 🔥

hands-on-rl

Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻‍🦸🏽

lightweight-charts

Performant financial charts built with HTML5 canvas

mindwave

MindWave is an open-source project designed for beginners to learn about data science, machine learning, deep learning, and reinforcement learning algorithms using Python. The project offers a platform for implementing relevant algorithms, with open-source tools and libraries.

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