Repository for most of the code from my YouTube channel
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Jul 24, 2023 - Python
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monte-carlo-methods
Here are 57 public repositories matching this topic...
Machine learning algorithms for many-body quantum systems
machine-learning deep-learning quantum neural-networks physics-simulation hamiltonian markov-chain-monte-carlo monte-carlo-methods variational-method jax variational-monte-carlo nqs unitaryhack neural-quantum-states
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Nov 21, 2025 - Python
Quantitative Finance tools
python finance options derivatives monte-carlo-simulation option-pricing quantitative-finance monte-carlo-methods blackscholes derivative-pricing binomial-tree quants
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Jul 6, 2023 - Python
Deep active inference agents using Monte-Carlo methods
cognitive-science variational-inference monte-carlo-tree-search monte-carlo-methods machine-learning-models variational-autoencoders dsprites disentangled-representations model-based-reinforcement-learning active-inference animal-ai cognitive-architectures
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Jun 14, 2025 - Python
Code repository for my course on the fundamentals of reinforcement learning
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Apr 3, 2019 - Python
Python code of commonly used stochastic models for Monte-Carlo simulations
monte-carlo-simulations monte-carlo-methods geometric-brownian-motion arithmetic-brownian-motion brownian-bridge feller-square-root-process ornstein-uhlenbeck-process constant-elasticity-of-variance heston-stochastic-volatility variance-gamma-process merton-jump-diffusion kou-jump-diffusion
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Jun 4, 2022 - Python
Hedging options by using Monte Carlo simulations or real data
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Aug 11, 2021 - Python
A library of reinforcement learning (RL) algorithms.
reinforcement-learning function-approximation monte-carlo-methods temporal-differencing-learning n-step evolutionary-reinforcement-learning
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Nov 17, 2025 - Python
Program that estimates the Gini coefficient of a country using Lagrange Interpolation for Lorenz curve approximation.
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Dec 31, 2020 - Python
Uses Monte Carlo Methods to determine the probability a starting hand in poker will win the round.
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May 21, 2022 - Python
Deep Active Inference (Deep AIF) Agents
agent machine-learning reinforcement-learning deep-learning generative-model policy-gradient sampling reasoning monte-carlo-methods model-based-reinforcement-learning world-models active-inference
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Oct 6, 2025 - Python
Open source poker command line and Streamlit GUI tool that assists with poker decisions using Monte Carlo equity simulations
python windows macos linux gui poker numpy monte-carlo plotly windows-10 python3 gui-application monte-carlo-simulation python-3 bets poker-game monte-carlo-methods windows-11 streamlit streamlit-webapp
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Jul 4, 2025 - Python
This repo contains implementations of algorithms such a Q-learning, SARSA, TD, Policy gradient
q-learning pytorch dqn epsilon-greedy breakout sarsa policy-iteration value-iteration monte-carlo-methods deep-q-learning model-based-rl model-free-rl td-methods model-free-control
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Dec 8, 2019 - Python
Option pricing using the Binomial-tree, Monte Carlo method and Partial differential equation
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Dec 31, 2022 - Python
An Othello game implementation in python with Monte Carlo Method using TKinter
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Apr 8, 2019 - Python
PHY407 Computational Physics
ode numerical-calculations linear-systems pde numerical-integration fourier-analysis fourier-transform monte-carlo-methods random-processes non-linear-systems
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Feb 22, 2021 - Python
My python implementation of different Computational Methods and Applications.
networks partial-differential-equations linear-systems ordinary-differential-equations numerical-methods percolation numerical-integration monte-carlo-methods interpolation-methods random-graphs numerical-differentiation computational-methods least-squares-approximation computational-applications finding-zeros
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May 2, 2022 - Python
This package provides implementations of Monte Carlo methods to estimate the probability of failure of neural networks under noisy inputs.
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Jul 15, 2024 - Python
Research Paper about adversarial search
tree algorithm chess monte-carlo monte-carlo-simulation tree-search trees research-paper monte-carlo-tree-search alphago monte-carlo-methods montecarlo monte-carlo-sampling montecarlo-simulation alphago-zero alphazero alphagozero monterey-hackintosh alphago-master algorithm-stages
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Apr 28, 2022 - Python
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