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Artificial Intelligence Finance Institute
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DeepBSDE Public
Python code for solving partial differential equations (PDEs) using deep learning. Specifically, we provide implementations for solving the following PDEs
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Three different examples of multi-asset option pricing problems using stochastic analysis and deep learning.
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wine-quality-prediction Public
An app to explore and model predictors of vinho verde quality using R, shiny, and more.
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RL-trading-strategy Public
Utilizing reinforcement learning, this project implements a dynamic algorithmic trading strategy based on Q-learning with a deep Q-network. The Jupyter Notebook explores agent decisions on buying, …
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analyze data from accelerometers placed on the belt, forearm, arm, and dumbbell of six participants. These individuals were tasked with executing barbell lifts, both correctly and incorrectly, in f…
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exploring the relationship between a set of variables and miles per gallon (MPG) (outcome)
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GBM Public
Generating a stock's geometric Brownian motion using C# and plot the result.
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toothgrow-stat-analysis Public
A Basic Statistical Analysis of the ToothGrowth Dataset (The Effect of Vitamin C on Tooth Growth in Guinea Pigs)
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Programming assignments for the Stanford University Algorithms Specialization
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Analyze-steps-monitoring-data-using-R Public
Forked from rdpeng/RepData_PeerAssessment1Analzye steps data using R
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Air-Pollution-USA-1999-2012 Public
Analyze the Pollution index from 1999 to 2012 in the USA using R.
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ExData_Plotting1 Public
Forked from rdpeng/ExData_Plotting1Plotting Assignment 1 for Exploratory Data Analysis
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Prepare tidy data from Samsung Galaxy S smartphone accelerometer data for wearable computing analysis in this project repository
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Hospital-Ranking-Project Public
analyze hospital performance and ranking based on various healthcare outcome measures, such as 30-day mortality rates for different medical conditions (heart attack, heart failure, and pneumonia).
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ProgrammingAssignment2 Public
Forked from rdpeng/ProgrammingAssignment2Repository for Programming Assignment 2 for R Programming on Coursera
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GitHub repository for normal likelihood maximization and plotting in R
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swirl_courses Public
Forked from swirldev/swirl_courses🎓 A collection of interactive courses for the swirl R package.
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R code to generate and plot sample paths Geometric Brownian Motion for different volatilities
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datasharing Public
Forked from jtleek/datasharingThe Leek group guide to data sharing
2 UpdatedAug 7, 2023 -
machine-learning-for-trading Public
Forked from stefan-jansen/machine-learning-for-tradingCode for Machine Learning for Algorithmic Trading, 2nd edition.
Jupyter Notebook UpdatedJun 21, 2023 -
bitcoin Public
Forked from bitcoin/bitcoinBitcoin Core integration/staging tree
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Python-Mini-games Public
Some python mini-games you can run in your terminal
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Constructing Bayesian Networks for Genetic Inheritance
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julia-PDE-solver Public
Julia file that solves a partial differential equation (PDE) using three parts: (1) setting up the PDE, (2) defining the numerical method for solving the PDE, and (3) running the simulation
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Naive-bayes-text-classifier Public
Bernoulli and Multinomial Naïve Bayes classifiers for documents using Julia
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shields Public
Forked from badges/shieldsConcise, consistent, and legible badges in SVG and raster format
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The Exercise solution of the 1st chapter (Data Visualization with ggplot2) of Hadley Wickham's book "R for Data Science"
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modmesh Public
Forked from solvcon/modmeshToolkit for solving partial differential equations