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### Library | |
library(limSolve) | |
### Functions | |
# Make the matrix A from the puzzle data table | |
training.to.matrix.A <- function(train) | |
{ | |
output<-matrix(nrow=nrow(train),ncol=10) | |
for (i in 1:nrow(train)) |
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Gender | Height | Weight | |
---|---|---|---|
Male | 73.847017017515 | 241.893563180437 | |
Male | 68.7819040458903 | 162.310472521300 | |
Male | 74.1101053917849 | 212.7408555565 | |
Male | 71.7309784033377 | 220.042470303077 | |
Male | 69.8817958611153 | 206.349800623871 | |
Male | 67.2530156878065 | 152.212155757083 | |
Male | 68.7850812516616 | 183.927888604031 | |
Male | 68.3485155115879 | 167.971110489509 | |
Male | 67.018949662883 | 175.92944039571 |
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#!/usr/bin/env bash | |
for a in {1..3}; do perf -ROC < kddb.t_eval.subsample.txt > /dev/null; done | |
time for a in {1..10}; do perf -ROC < kddb.t_eval.subsample.txt; done |
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# http://ryankuhn.net/blog/How-To-Use-Plotly-With-Jekyll | |
devtools::install_github("brendan-R/brocks") |
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library(data.table) | |
library(ggplot2) | |
thm <- theme_bw() | |
thm <- thm + theme(axis.line = element_line(colour = "black"), | |
panel.grid.major = element_blank(), | |
panel.grid.minor = element_blank(), | |
panel.border = element_blank(), | |
panel.background = element_blank()) |
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data | |
*~ |
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#!/usr/bin/env bash | |
mkdir -p data | |
cd data | |
wget https://archive.ics.uci.edu/ml/machine-learning-databases/00380/YouTube-Spam-Collection-v1.zip | |
unzip YouTube-Spam-Collection-v1.zip |
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# Make a directory you can blow away in full later | |
mkdir -p aicamp_demo && cd aicamp_demo | |
# Clone and pin the fwhigh/metaflow-helper git repo | |
git clone https://github.com/fwhigh/metaflow-helper.git | |
cd metaflow-helper | |
git checkout v0.0.1 | |
# Set up and active a virtual environment | |
# Install the metaflow-helper package in editable model and dependencies |
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from metaflow import Flow | |
def get_generate_data_run(): | |
return Flow('GenerateData').latest_successful_run | |
def get_train_run(tags: list): | |
print(f'Retrieving run data with tags {tags}') | |
run_list = [ |
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