FinRLFinRL: The first open-source project for financial reinforcement learning. Please star. 🔥
Stars: ✭ 3,497 (+15.15%)
Mutual labels: finance, deep-reinforcement-learning, openai-gym, fintech, stock-trading, multi-agent-learning, stock-markets, pythorch, tensorflow2, drl-trading-agents, drl-algorithms, finrl-library, drl-framework, trading-tasks Rl BookSource codes for the book "Reinforcement Learning: Theory and Python Implementation"
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Rl Portfolio ManagementAttempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)
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Reinforcementlearning AtarigamePytorch 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
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QuantdomPython-based framework for backtesting trading strategies & analyzing financial markets [GUI ]
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Rl a3c pytorchA3C LSTM Atari with Pytorch plus A3G design
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Awesome Deep TradingList of awesome resources for machine learning-based algorithmic trading
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Reinforcement learning tutorial with demoReinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..
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Mushroom RlPython library for Reinforcement Learning.
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Deep FinanceDatasets, papers and books on AI & Finance.
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QlibQlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.
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Fecon235Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics
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Machine Learning And Data ScienceThis is a repository which contains all my work related Machine Learning, AI and Data Science. This includes my graduate projects, machine learning competition codes, algorithm implementations and reading material.
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Deeprl TutorialsContains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
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Minecraft Reinforcement LearningDeep Recurrent Q-Learning vs Deep Q Learning on a simple Partially Observable Markov Decision Process with Minecraft
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BtgymScalable, event-driven, deep-learning-friendly backtesting library
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Python TrainingPython training for business analysts and traders
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Pandas TaTechnical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 130+ Indicators
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Finance playgroundJuypter notebooks playground to explore and analyse economy and finance ideas
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Noreward Rl[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
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Mit Deep LearningTutorials, assignments, and competitions for MIT Deep Learning related courses.
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FinancepyA Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.
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AkauntingFree and Online Accounting Software
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Pytorch RlThis repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
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Practical rlA course in reinforcement learning in the wild
Stars: ✭ 4,741 (+56.11%)
IntrotodeeplearningLab Materials for MIT 6.S191: Introduction to Deep Learning
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Learning Notes💡 Repo of learning notes in DRL and DL, theory, codes, models and notes maybe.
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Iex ApiThe IEX API provides any individual or academic, public or private institution looking to develop applications that require stock market data to access near real-time quote and trade data for all stocks trading on IEX.
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ResearchNotebooks based on financial machine learning.
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Go Finance⚠️ Deprecrated in favor of https://github.com/piquette/finance-go
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Stock2vecVariational Reccurrent Autoencoder for Embedding stocks to vectors based on the price history
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Basic reinforcement learningAn introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
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FinanceopsResearch in investment finance with Python Notebooks
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MortgageblockchainfabricMortgage Processing App using Hyperledger Fabric Blockchain. Uses channels for privacy and access, and restricts read/write previleges through endorsement policies
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Async DeeprlPlaying Atari games with TensorFlow implementation of Asynchronous Deep Q-Learning
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OpenfintechOpensource FinTech standards & payment provider data
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LivechartAndroid library to draw beautiful and rich line charts.
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Deterministic Gail PytorchPyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning
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Tensorflow NlpNLP and Text Generation Experiments in TensorFlow 2.x / 1.x
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Ctc ExecutionerMaster Thesis: Limit order placement with Reinforcement Learning
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TushareTuShare is a utility for crawling historical data of China stocks
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DeltapyDeltaPy - Tabular Data Augmentation (by @firmai)
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Lagomlagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
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RlcardReinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
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