borisbanushev / stockpredictionaiLinks
In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We…
☆5,445Updated 5 months ago
Alternatives and similar repositories for stockpredictionai
Users that are interested in stockpredictionai are comparing it to the libraries listed below
Sorting:
- Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations☆9,154Updated 2 years ago
- For trading. Please star.☆2,684Updated last month
- Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advisor, Monte Carlo, Options Str…☆9,072Updated last year
- Using python and scikit-learn to make stock predictions☆1,923Updated last year
- 🔬 A curated list of awesome LLMs & deep learning strategies & tools in financial market.☆4,811Updated 2 weeks ago
- A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym☆1,845Updated 4 years ago
- Quant/Algorithm trading resources with an emphasis on Machine Learning☆3,434Updated 8 months ago
- Use unsupervised and supervised learning to predict stocks☆1,892Updated 5 years ago
- List of awesome resources for machine learning-based algorithmic trading☆1,826Updated 2 years ago
- An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.☆5,870Updated last year
- Stock Price Prediction using Machine Learning Techniques☆1,512Updated 2 years ago
- A list of online resources for quantitative modeling, trading, portfolio management☆3,703Updated last year
- Deep Learning based Python Library for Stock Market Prediction and Modelling☆2,243Updated 5 years ago
- Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.☆1,971Updated 3 years ago
- MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable…☆4,526Updated 2 years ago
- Deep Learning and Machine Learning stocks represent promising opportunities for both long-term and short-term investors and traders.☆1,704Updated last year
- Stock Trading Bot using Deep Q-Learning☆1,137Updated 2 years ago
- Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.☆1,831Updated last year
- Stock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment ana…☆2,417Updated 2 years ago
- Source code for Algorithmic Trading with Python (2020) by Chris Conlan☆3,193Updated 4 years ago
- A curated list of practical financial machine learning tools and applications.☆8,367Updated last year
- Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Ti…☆2,207Updated 3 years ago
- Quantitative analysis, strategies and backtests☆2,786Updated 2 years ago
- Various Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau☆1,942Updated 8 months ago
- VectorBT: Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.☆6,565Updated this week
- Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]☆1,878Updated 3 years ago
- Hands-On Machine Learning for Algorithmic Trading, published by Packt☆1,785Updated 3 years ago
- Supply a wrapper ``StockDataFrame`` based on the ``pandas.DataFrame`` with inline stock statistics/indicators support.☆1,439Updated last week
- Performance analysis of predictive (alpha) stock factors☆4,110Updated last year
- 📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.☆1,397Updated 7 years ago