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cipher's Projects

abagail icon abagail

The library contains a number of interconnected Java packages that implement machine learning and artificial intelligence algorithms. These are artificial intelligence algorithms implemented for the kind of people that like to implement algorithms themselves.

ftc_app icon ftc_app

FTC Android Studio project to create FTC Robot Controller app.

hapi-fhir icon hapi-fhir

HAPI FHIR - Java API for HL7 FHIR Clients and Servers

hip-mdp-public icon hip-mdp-public

Code for training and testing a Hidden Parameter Markov Decision Process, used to facilitate the transfer of learning

machine-learning-project-walkthrough icon machine-learning-project-walkthrough

An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!

mlrose icon mlrose

Python package for implementing a number of Machine Learning, Randomized Optimization and SEarch algorithms.

peda icon peda

PEDA - Python Exploit Development Assistance for GDB

stockpredictionai icon stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

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