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Capsule Networks: Next Gen Deep Learning Computer Vision for Stock Forecasting​

Capsule Networks: Next Gen Deep Learning Computer Vision for Stock Forecasting​

July 15, 2019 | Ai Driven Investment Strategies, Convolutional Neural Networks, Data Science, Deep Learning, Machine Learning, Neural Networks, Predictive Analytics, Quantitative Analysis, Quantitative Investing, Stock Forecasting, Time Series Data,

Erez Katz, CEO and Co-founder of Lucena Research Capsule Networks are a fascinating, relatively new technology for image classification. Compared to CNNs, capsule networks have many benefits and phenomenal potential for image classification tasks, specifically time series forecasting.

Is Your Deep Learning Strategy Robust Enough?

Is Your Deep Learning Strategy Robust Enough?

January 9, 2019 | Backtest, Big Data, Company Blog, Convolutional Neural Networks, Data Science, Deep Learning, Forecasting, Investment Strategies, QuantDesk, Quantitative Investing,

Erez Katz, CEO and Co-founder of Lucena Research. How to test the robustness of a deep learning strategy. Best practices geared to test your quantitative investment strategy before risking capital.

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Applying Deep Reinforcement Learning to Trading

Applying Deep Reinforcement Learning to Trading

January 7, 2019 | Ai Driven Investment Strategies, Alternative Data, Company Blog, Convolutional Neural Networks, Deep Learning, Forecasting, Machine Learning, Neural Networks, Predictive Analytics, Quantitative Investing, Webinar Videos,

Lucena Research Co-Founder Dr. Tucker Balch provides an introduction to machine learning, specifically applying deep reinforcement learning for stock trading.

Forecast Stock Prices Using Convolutional Neural Networks

Forecast Stock Prices Using Convolutional Neural Networks

January 6, 2019 | Ai Driven Investment Strategies, Company Blog, Convolutional Neural Networks, Data Science, Deep Learning, Forecasting, Neural Networks, Stock Prices,

Erez Katz, CEO and Co-founder of Lucena Research How A Convolutional Neural Net Predicts An Outcome and Forecasts Asset Prices.

Why Deep Reinforcement Learning (DRL) Matters for Trading

Why Deep Reinforcement Learning (DRL) Matters for Trading

January 5, 2019 | Ai Driven Investment Strategies, Convolutional Neural Networks, Deep Learning, Machine Learning, Quantitative Investing,

Why Deep Reinforcement Learning Matters for Trading Deep learning has traditionally been used for image and speech recognition. The recent growth in alt data, machine learning and accessible computing power have made DRL very desirable for the Financial industry.  …

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