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Brandon B (outlace)

outlace

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133

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Location:Champaign, IL

Home Page:http://outlace.com

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Brandon B's repositories

OpenTDA

Open source Python library for topological data analysis (TDA)

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outlace.github.io

Machine learning and data science blog.

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Gridworld

Simple implementation of text-based Gridworld game. Intended for use with reinforcement learning algorithms.

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Data-Augmentation

These functions will randomly distort image data to amplify total amount of images for use in machine learning algorithms.

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FitVec

A simple numpy-based genetic algorithm library for function parameter optimization.

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NeuralNetTests

Small test/tutorial neural networks

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ImageJ-Drift-Correction

Macro/plugin for drift correction of confocal image stacks & Ca2+ spike analysis plugin

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awesome-deeplearning-resources

Deep Learning and deep reinforcement learning research papers and some codes

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Machine-Learning-Experiments

Machine Learning Experiments

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JuliaProjects

Various tests and hobby projects in Julia

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MatlabProjects

Various Matlab hobby projects

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PdfEditor

Python lib for editing already existing PDFs

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bookblog

Alex and Brandon's Book Reviews

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CaImAn

Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.

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coursera-machine-learning

Machine Learning Course by Andrew Ng (Summer 2015)

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grav

Modern, Crazy Fast, Ridiculously Easy and Amazingly Powerful Flat-File CMS powered by PHP, Markdown, Twig, and Symfony

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handbook

An employee handbook built for inclusion

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jekyll-now

Build a Jekyll blog in minutes, without touching the command line.

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Kwesi

Computational graph engine for machine learning

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MAgent

A Platform for Many-agent Reinforcement Learning

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Neuro.jl

Statistical and Machine Learning Algorithms for Neuroscience Data

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nteract

📘 Desktop notebook app + packages

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pelican

Static site generator that supports Markdown and reST syntax. Powered by Python.

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persim

Easy Persistence Images in Python

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py-upset

A pure-python implementation of the UpSet suite of visualisation methods by Lex, Gehlenborg et al.

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qgrid

An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks

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scanpy

Single-Cell Analysis in Python. Scales to >1M cells.

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SLIDE-Pose-Estimation

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SystemsModeling

Various dynamic systems modeling hobby projects

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UpSetPlot

Draw UpSet plots with Matplotlib

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