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Artificial Intelligence Finance Institute
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This Matlab code implements a branching diffusion method for solving partial differential equations (PDEs). The method uses Monte Carlo simulation and the branching process to approximate the solut…
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This MATLAB code implements the classical Monte Carlo method for solving partial differential equations (PDEs). The code uses the log function of the norm of a random vector as an example PDE and c…
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Extract some stock data, then display this data in a graph
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a machine learning model that will classify SMS messages as either "ham" or "spam". A "ham" message is a normal message sent by a friend. A "spam" message is an advertisement or a message sent by a…
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Predict healthcare costs using a regression algorithm
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A book recommendation algorithm using K-Nearest Neighbors.
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Cat-and-Dog-Image-Classifier Public
Classify images of dogs and cats using TensorFlow 2.0 and Keras to create a convolutional neural network that correctly classifies images of cats and dogs at least 70% of the time.
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rock-paper-scissors Public
For this challenge, we created a program to play Rock, Paper, Scissors. A program that picks at random will usually win 50% of the time. To pass this challenge our program playd matches against fou…
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tensorflow-1-public Public
Forked from https-deeplearning-ai/tensorflow-1-public -
Python-WebScraper Public
Python script that uses the Beautiful Soup library to scrape data from a website and save it to a CSV or JSON file.
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twitter-liker-bot Public
a Twitter bot that automatically likes tweets containing a specific hashtag.
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tensorflow-docs Public
Forked from tensorflow/docsTensorFlow documentation
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In this repository, we will predict if the Falcon 9 first stage will land successfully. If we can determine if the first stage will land, we can determine the cost of a launch. This information can…
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Detection of Fraudulent Transactions using Machine learning and deep learning based classification models
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datasette Public
Forked from simonw/datasetteAn open source multi-tool for exploring and publishing data
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cpp11 Public
Forked from r-lib/cpp11cpp11 helps you to interact with R objects using C++ code.
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tidyverse Public
Forked from tidyverse/tidyverseEasily install and load packages from the tidyverse
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datasciencecoursera-1 Public
Forked from mGalarnyk/datasciencecourseraData Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.
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pytorch Public
Forked from rasbt/pytorchTensors and Dynamic neural networks in Python with strong GPU acceleration
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NASDAQ-Volatility-Prediction Public
predict the future volatility of the NASDAQ index using various econometric and machine learning models, including ARCH, GARCH, EGARCH, SVM, and ANN
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Ethereum-Price-Prediction Public
This project aims to predict the future price of Ethereum using various machine learning models, including deep learning. The project is implemented using Python and Jupyter notebooks.
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The hackable text editor
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quarto-vscode Public
Forked from StefanKarpinski/quarto-vscodeQuarto extension for VS Code
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This function generates a sample of numRepl exponential random variables with rate lambda then the probabilities (P { X > s } ) , (P { X > t } ) and (P { X > s+t / X > t} ) are estimated empirically
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The idea is to randomly throw (n) times a needle of length (l) on a floor consisting of wood strips of width (t>l), and to observe the number of times (h) that the needle crosses the border between…
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Lambda-Calculus Public
Forked from Demuirgos/Lambda-CalculusA simple Programming Language Compiler to Lambda-Calculus, with a Lambda-Runtime
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Number-guessing-game Public
Bash scripting, PostgreSQL, and Git to create a number guessing game that runs in the terminal and saves user information.
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The following R pprocess. This way we get an estimate of the probability of ruin at or before the n-th claim. The claims are Gamma(α, α) distributed with α = 2.