Pinned Repositories
AISpace2
Notebooks for learning AI.
AlgoHive
Crowdsourcing cryptocurrency prediction algorithms.
alpha_vantage
A python wrapper for Alpha Vantage API for financial data.
Deep-Portfolio-Management
Source code for the blog post on the evolution of the asset allocation methods
Deep-Portfolio-Management-Reinforcement-Learning
This repository presents our work during a project realized in the context of the IEOR 8100 RL Class at Columbia University.
minimalRL
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Multi-agent-reinforcement-learning
Implementation of Multi-Agent Reinforcement Learning algorithm(s). Currently includes: MADDPG
portbalance
Determine optimal rebalancing of a passive stock portfolio.
Reinforcement-learning-for-portfolio-allocation
Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation
SP1500stockPicker
A machine learning approach to investment portfolio composition. The program analyzes the fundamentals of the listed companies on the S&P1500 in order to emit monthly buy signals.
davidhuang123's Repositories
davidhuang123/Deep-Portfolio-Management-Reinforcement-Learning
This repository presents our work during a project realized in the context of the IEOR 8100 RL Class at Columbia University.
davidhuang123/Multi-agent-reinforcement-learning
Implementation of Multi-Agent Reinforcement Learning algorithm(s). Currently includes: MADDPG
davidhuang123/Reinforcement-learning-for-portfolio-allocation
Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation
davidhuang123/AlgoHive
Crowdsourcing cryptocurrency prediction algorithms.
davidhuang123/Bitcoin-Trader-RL
A profitable cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym
davidhuang123/bt
bt - flexible backtesting for Python
davidhuang123/deep-q-learning
PyTorch Implementation of Deep Q-Learning with Experience Replay in Atari Game Environments, as made public by Google DeepMind
davidhuang123/dqn-pytorch
DQN to play Atari Pong
davidhuang123/hello-world
my first git file
davidhuang123/IBC
Automation of Interactive Brokers TWS. You can download the latest release here: https://github.com/ibcalpha/ibc/releases/latest
davidhuang123/ivolat3
European Options Pricing Library
davidhuang123/move37
Coding Demos from the School of AI's Move37 Course
davidhuang123/Optimal-Financial-Portfolio-Selection
Financial Portfolio Selection using Particle Swarm Optimization and Genetic Algorithm
davidhuang123/option
Option勉強会の資料など
davidhuang123/paiss_deeprl
davidhuang123/Policy_Gradient_ETF_Portfolio_Manager
ETF Portfolio Manager using Policy Gradient (Reinforcement Learning)
davidhuang123/pytorch-q-learning
beware comments outdated, code is awful
davidhuang123/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.
davidhuang123/Reinforcement_learning_on_portfolio_selection
A Reinforcement learning model which applies deterministic policy gradient algorithms to maximize return on portfolio management task
davidhuang123/ReinforcementLearning-AtariGame
Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games
davidhuang123/Simple-DQN-Pytorch
A simplistic implementation of DQN that works under CartPole-v0 with rendered pixels as input
davidhuang123/swigibpy
Third party Interactive Brokers Python API generated from TWS C++ API using SWIG.
davidhuang123/tws-api-public
Interactive Brokers TWS API
davidhuang123/VizDoom-Keras-RL
Reinforcement Learning in Keras on VizDoom