Eli Goldberg's repositories

nanogbcdt

Distinguishing engineered nanomaterials from natural nanomaterials using gradient-boosted classification decision trees

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austin_traffic_map

Live map of austin's construction projects. Visualized on google maps.

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caffe-DeepRegressionForests

Code for DeepRegressionForests

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cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

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experimental-design

Just a little personal website with some fun observable js experiments and thoughts.

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generic-csv-2-flare

Easy, automated method to convert csv files to hierarchical json files for use with d3 in the flare format.

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gmplot

Updated gmplot: Plotting data on google maps, the easy (stupid) way.

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goldberg-2017-factors-database

The accompanying database to Goldberg et al., 2017: What factors determine the retention behavior of engineered nanomaterials in saturated porous media?

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imageio

Python library for reading and writing image data

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Install-Tensorflow-on-Ubuntu-17.10-

Quick install guide for Ubuntu 17.10

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lime

Lime: Explaining the predictions of any machine learning classifier

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machine-learning-examples-by-data-structure

This repository provides (or will provide) examples of how to create neural network models in pytorch for a variety of common data structures. It's a work in progress and employs data derived from Kaggle as a training data.

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metrics-graphics

A library optimized for concise and principled data graphics and layouts.

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online-cv

My online CV

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pbpk_breastmilk

This is a piece of code originally developed by Dr. Tenzing Gyalpo to support a publication. It has been adapted from Matlab, made generic, and is now hosted publicly to spur further development.

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perf

Performance Benchmarks

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pyaf

PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.

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pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

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reveal.js

The HTML Presentation Framework

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Robinhood

Unofficial Documentation of Robinhood Trade's Private API

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steamjoin

Just a bit of code to make it easy to figure out which steam games my friends and I have in common!

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vision

Datasets, Transforms and Models specific to Computer Vision

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xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

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