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Curated list of mathematics, probability, ML, and quantitative trading resources for quants and algorithmic traders.

Quantum ML Project

a playground QuantumML vs ML project

👾 quantum tensorflow machine learning deployment on k8s

An ensemble machine learning model based on quantum ‎machine learning ‎classifiers is proposed to predict the risk of heart disease. The proposed ‎model ‎is a bagging ensemble learning model where Quantum ‎Support Vector ‎Classifier is used as the base classifier. Furthermore, in order to make th... Read more

Notebooks and Code for ML based quant strategies

These codes are for the paper that published on IEEE COMML: F. Liu, X. Shang, Y. Cheng and G. Zhang, "Computationally Efficient Maximum Likelihood Channel Estimation for Coarsely Quantized Massive MIMO Systems," in IEEE Communications Letters, vol. 26, no. 2, pp. 444-448, Feb. 2022, doi: 10.1109... Read more

Quantifying and reporting uncertainty in drug discovery predictions with probabilistic models