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34 search results found

Stock Prediction Models ⭐ 6,233

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

Hands On Reinforcement Learning With Python ⭐ 596

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

TensorFlow implementation for training MCMC samplers from the paper: Generalizing Hamiltonian Monte Carlo with Neural Network

Drug Computing ⭐ 131

Educational materials for, and related to, UC Irvine's Drug Discovery Computing Techniques course (PharmSci 175/275), currently taught by David Mobley.

Machine Learning Numpy ⭐ 84

Gathers Machine learning models using pure Numpy to cover feed-forward, RNN, CNN, clustering, MCMC, timeseries, tree-based, and so much more!

Rl Course Experiments ⭐ 73

physics meets neural networks

L2hmc Qcd ⭐ 60

Application of the L2HMC algorithm to simulations in lattice QCD.

Exproptimization.jl ⭐ 42

Algorithms for optimization of Julia expressions

Bioindustrial Park ⭐ 33

BioSTEAM's Premier Repository for Biorefinery Models and Results

Rough_bergomi ⭐ 28

A Python implementation of the rough Bergomi model.

Montecarlo ⭐ 27

A model free Monte Carlo approach to price and hedge American options equiped with Heston model, OHMC, and LSM

Sampling Methods Numpy ⭐ 26

This repository contains implementations of some basic sampling methods in numpy.

Dhmc Jax ⭐ 26

Discontinuous Hamiltonian Monte Carlo in JAX

Mathematical Modeling ⭐ 23

A sharing of the learning process of mathematical modeling 数学建模常用工具模型算法分享：数学建模竞赛优秀论文，数学建模常用算法模型，LaTeX论文模板，SPS

Business Valuation With Discounted Cash Flow In Python ⭐ 21

Stocks and Assets Valuation via Discounted Cash Flow with Python

Teaching Utility for Classical Atomistic Simulation.

Discontinuous Hmc ⭐ 16

"Discontinuous Hamiltonian Monte Carlo for sampling discrete parameters" by Akihiko Nishimura, David Dunson, Jianfeng Lu

Intro_to_qmc ⭐ 13

Introductory QMC teaching material for Python

Nips Global Paper Implementation Challenge ⭐ 12

Selective Classification For Deep Neural Networks.

Монте Карло изчисления с Python

Monte Carlo ⭐ 11

Monte Carlo Simulation of Light-Tissue Interaction

Julia Implementation of the POMCP algorithm for solving POMDPs

Lifefinances ⭐ 9

Scripts for validating retirement plans using Monte Carlo analysis.

Build Likelihoods Using Efficient Interpolations and monte-Carlo generated Events

Notebooks ⭐ 8

IPython Notebooks on various things

Reinforcement_learning ⭐ 7

Contains baseline implementations of all RL algorithms using tabular and function approximations. Algorithms such as TD(0), MC, SARSA, Q-Learning and Policy Gradient methods.

Monte Carlo Tree Search implementation

Binary Option Pricing ⭐ 7

Currency Binary Option Pricing with 3 methods and implied smile

Pathintegral Qmc.jl ⭐ 6

Path integral quantum Monte Carlo

Continuously Tempered Hmc ⭐ 6

Continuously tempered Hamiltonian Monte Carlo

Bayesian Gradient Descent Algorithm Model for TensorFlow

Reinforcement Learning ⭐ 5

Implementation and Notes of different Reinforcement Learning Algorithms

Reinforcement Learning On Frozenlake ⭐ 5

Reinforcement Learning Algorithms in a simple Gridworld

Random Science ⭐ 5

Fun simulations and numerical calculations for the everyday physicist.

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