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jovsa

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Contains implementation of: Tim Salimans Et al. “Evolution Strategies as a Scalable Alternative to Reinforcement Learning”. Arxiv.org. https://arxiv.org/pdf/1703.03864.pdf.

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Explore how well deep neural networks perform at predicting vehicle speed given just visual data (dashcam video) containing highway and suburban driving.

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Algorithms for improving lung cancer detection with deep learning

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jovsatools

my personal toolbox 🧰

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An automatic differentiation engine for personal exploration and learning

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regression-course-project

Contains all the files for the Regression Models course project

mathison

The goal of this project is to create an algorithm that predicts that next word from an input sequence. The intent is to explore the area of large scale statistical language modelling in machine learning.

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PML-JHU-peer-assessment-01

UCI-HAR-dataPrep

Preparing the 'Human Activity Recognition Using Smartphones' Data Set from University of California (UCI) Machine Learning Repository

developing-data-products-peer-assesment

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mercedes-benz-greener-manufacturing

Cut the time a Mercedes-Benz spends on the test bench

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EPA-exploratory-analysis

Exploratory Analysis project files

transformer-experiments

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tensorflow-word2vec-ops

Contains Tensorflow ops for model described in: (Mikolov, et. al.) Efficient Estimation of Word Representations in Vector Space, ICLR 2013.

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adleman

A machine learning project that is exploring techniques to classify malware effectively

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jovsa.github.io

SCSS

jovsa/evolution-strategies-exploration

jovsa

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