davidhuang123

Pinned Repositories

AISpace2
Notebooks for learning AI.
Language:Vue00
AlgoHive
Crowdsourcing cryptocurrency prediction algorithms.
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alpha_vantage
A python wrapper for Alpha Vantage API for financial data.
Language:Python00
Deep-Portfolio-Management
Source code for the blog post on the evolution of the asset allocation methods
Language:Jupyter Notebook10
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.
Language:Jupyter Notebook10
minimalRL
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Language:Python10
Multi-agent-reinforcement-learning
Implementation of Multi-Agent Reinforcement Learning algorithm(s). Currently includes: MADDPG
Language:Python10
portbalance
Determine optimal rebalancing of a passive stock portfolio.
Language:Python10
Reinforcement-learning-for-portfolio-allocation
Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation
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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.
Language:Jupyter Notebook10

davidhuang123's Repositories

davidhuang123/Deep-Portfolio-Management
Source code for the blog post on the evolution of the asset allocation methods
Language:Jupyter Notebook10
davidhuang123/minimalRL
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Language:Python10
davidhuang123/portbalance
Determine optimal rebalancing of a passive stock portfolio.
Language:Python10
davidhuang123/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.
Language:Jupyter Notebook10
davidhuang123/AISpace2
Notebooks for learning AI.
Language:Vue00
davidhuang123/alpha_vantage
A python wrapper for Alpha Vantage API for financial data.
Language:Python00
davidhuang123/awesome-quant
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
davidhuang123/Crypto_Trader
Q-Learning Based Cryptocurrency Trader and Portfolio Optimizer for the Poloniex Exchange
davidhuang123/Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
davidhuang123/DeepLearningFlappyBird
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
davidhuang123/EasyIB
Python wrapper for Interactive Brokers Client Portal Web API
davidhuang123/fastai
The fastai deep learning library, plus lessons and tutorials
davidhuang123/ib_insync
Python sync/async framework for Interactive Brokers API
Language:Python
davidhuang123/INTERACTIVEBROKERS_BOT_PYTHON
Language:Python
davidhuang123/mlfinlab
MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.
davidhuang123/notebooks
Some notebooks
davidhuang123/open-quant-live-book
An open source, hands-on and fully reproducible book in quantitative finance, data science and econophysics. Join us and help Make Wall Street Great Again!
davidhuang123/Orbit
Open source collection of Reinforcement Learning Environments.
davidhuang123/pinkfish
A backtester and spreadsheet library for security analysis.
Language:Python
davidhuang123/py-scraping-analysis-book
博碩文化「Python 網路爬蟲與資料分析入門實戰」範例程式碼
davidhuang123/pyqstrat
A fast, extensible, transparent python library for backtesting quantitative strategies.
Language:Jupyter Notebook
davidhuang123/PyTorch101_ODSC_London2019
Beginner workshop on PyTorch - ODSC London 2019 - Nov 20th
davidhuang123/RecNN
Reinforced Recommendation toolkit build around pytorch 1.4
davidhuang123/reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
davidhuang123/riskparity.py
fast and scalable design of risk parity portfolios with TensorFlow 2.0
davidhuang123/riskParityPortfolio
Design of Risk Parity Portfolios
davidhuang123/rl-portfolio-management
Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)
davidhuang123/tensortrade
An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.
davidhuang123/Trading-strategy-ML500
Here I test a simple ML trading strategy
davidhuang123/Tutorials
Ipython notebooks for math and finance tutorials