Gorkem Ozkaya gorkemozkaya
gorkemozkaya
/ quantitative_to_categorical.R
Created
September 15, 2017 03:30
how to convert a quantitative column into categorical with 10 equal segments
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| q2c <- function(col) { | |
| breaks = quantile(col, seq(0.1, 0.9, 0.1), na.rm=TRUE) | |
| cuts <- addNA(cut(col, breaks = breaks)) | |
| } |
gorkemozkaya
/ tensorflow_pca.py
Created
October 4, 2017 19:14
— forked from ahwillia/tensorflow_pca.py
PCA in TensorFlow
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| import numpy as np | |
| import tensorflow as tf | |
| # N, size of matrix. R, rank of data | |
| N = 100 | |
| R = 5 | |
| # generate data | |
| W_true = np.random.randn(N,R) | |
| C_true = np.random.randn(R,N) |
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| // Place your key bindings in this file to overwrite the defaults | |
| [ | |
| { | |
| "key": "cmd+enter" | |
| "command": "workbench.action.terminal.runSelectedText", | |
| "when": "editorTextFocus" | |
| } | |
| ,{ | |
| "key": "ctrl+enter", | |
| "command": "multiCommand.sendToScala", |
gorkemozkaya
/ Maven shade with shaded jar
Created
November 19, 2018 18:25
How to get the shaded jar with all dependencies
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| <!--Build assembly jar--> | |
| <plugin> | |
| <groupId>org.apache.maven.plugins</groupId> | |
| <artifactId>maven-shade-plugin</artifactId> | |
| <executions> | |
| <execution> | |
| <phase>package</phase> | |
| <goals> | |
| <goal>shade</goal> | |
| </goals> |
gorkemozkaya
/ xgboost_single_jar.diff
Created
November 19, 2018 22:21
mvn pom.xml change needed to compile xgboost jvm as a single file
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| diff --git a/jvm-packages/xgboost4j-spark/pom.xml b/jvm-packages/xgboost4j-spark/pom.xml | |
| index 601bad1..4e24a49 100644 | |
| --- a/jvm-packages/xgboost4j-spark/pom.xml | |
| +++ b/jvm-packages/xgboost4j-spark/pom.xml | |
| @@ -10,15 +10,25 @@ | |
| </parent> | |
| <artifactId>xgboost4j-spark</artifactId> | |
| <build> | |
| - <plugins> | |
| - <plugin> |
gorkemozkaya
/ run_tf_glue.ipynb
Created
December 26, 2019 19:15
— forked from ceshine/run_tf_glue.ipynb
Train huggingface/transformers BERT model on Cloud CPU with TF 2.1 (nightly build)
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