Discover jovsa/mathison Open Source project

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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.

speed-challenge-2017

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

Jupyter Notebook

evolution-strategies-exploration

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.

Jupyter Notebook

data-science-bowl-2017

Algorithms for improving lung cancer detection with deep learning

Jupyter Notebook

jovsatools

my personal toolbox 🧰

Jupyter Notebook

jtorch

An automatic differentiation engine for personal exploration and learning

Python

regression-course-project

Contains all the files for the Regression Models course project

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

JavaScript

mercedes-benz-greener-manufacturing

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

Jupyter Notebook

EPA-exploratory-analysis

Exploratory Analysis project files

transformer-experiments

Python

tensorflow-word2vec-ops

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

Python

adleman

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

HTML

jovsa.github.io

SCSS

jovsa/mathison

jovsa

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