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Bùi Ngọc Minh Mẫn (Man Bui)'s Projects

deeprl-agents icon deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

fixed_income_securities_and_derivative_modeling icon fixed_income_securities_and_derivative_modeling

Fixed Income Derivatives modeling is a triumph of Mathematical Finance, since all major institutions use the theory for pricing, hedging, and management risk, is by far the largest instrument class.

fruit-api icon fruit-api

A Universal Deep Reinforcement Learning Framework

gym-anytrading icon gym-anytrading

The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

hft-price-prediction icon hft-price-prediction

A project of using machine learning model (tree-based) to predict short-term instrument price up or down in high frequency trading.

hft_analysis icon hft_analysis

Data analysis, modelling for high-frequency trading dataset

netron icon netron

Visualizer for neural network, deep learning and machine learning models

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

risk_modelling icon risk_modelling

This repo is our final project for course "Risk modelling" at John von Neumann Institue.

rl-baselines3-zoo-forked icon rl-baselines3-zoo-forked

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

shap icon shap

A unified approach to explain the output of any machine learning model.

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