karlmutch

https://www.dataquest.io/blog/basic-statistics-with-python-descriptive-statistics/

https://blogs.oracle.com/ai/types-of-machine-learning-and-top-10-algorithms-everyone-should-know

https://www.kdnuggets.com/2018/05/5-reasons-logistic-regression-first-data-scientist.html
https://www.kdnuggets.com/2018/02/logistic-regression-concise-technical-overview.html

https://towardsdatascience.com/types-of-machine-learning-algorithms-you-should-know-953a08248861

https://machinelearningmastery.com/a-gentle-introduction-to-the-central-limit-theorem-for-machine-learning/

karlmutch

##################################################################################################
# experiments service
##################################################################################################
apiVersion: v1
kind: Service
metadata:
  labels:
    service: ambassador
  name: ambassador
  annotations:

karlmutch

#!/bin/bash

# install CUDA Toolkit v8.0
# instructions from https://developer.nvidia.com/cuda-downloads (linux -> x86_64 -> Ubuntu -> 16.04 -> deb (network))
CUDA_REPO_PKG="cuda-repo-ubuntu1604_8.0.61-1_amd64.deb"
wget http://developer.download.nvidia.com/compute/cuda/repos/ubuntu1604/x86_64/${CUDA_REPO_PKG}
sudo dpkg -i ${CUDA_REPO_PKG}
sudo apt-get update
sudo apt-get -y install cuda

karlmutch

 wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1604/x86_64/cuda-repo-ubuntu1604_8.0.61-1_amd64.deb
 dpkg -i cuda-repo-ubuntu1604_8.0.61-1_amd64.deb
 apt-get update
 apt-get install cuda-nvrtc-8-0 cuda-nvgraph-8-0 cuda-cusolver-8-0 cuda-cublas-8-0 cuda-cufft-8-0 cuda-curand-8-0 cuda-cusparse-8-0 cuda-npp-8-0 cuda-cudart-8-0 cuda-drivers
 nvidia-smi
 sudo rmmod nvidia_drm
 sudo rmmod nvidia_modeset
 sudo rmmod nvidia_uvm
 sudo rmmod nvidia
 nvidia-smi

karlmutch

from tensorflow.python.client import device_lib

def get_available_gpus():
    local_device_protos = device_lib.list_local_devices()
    return [x.name for x in local_device_protos if x.device_type == 'GPU']

get_available_gpus()

karlmutch

package main

import (
	"database/sql"
	"errors"
	"fmt"
	_ "github.com/bmizerany/pq"
	"os"
	"regexp"
	"strings"

karlmutch

Keybase proof

I hereby claim:

• I am karlmutch on github.
• I am karlmutch (https://keybase.io/karlmutch) on keybase.
• I have a public key ASBi1fSM4ozPiy_0S-Cus0CNsEIiKaS4pNfKLBgWgvVf4Ao

To claim this, I am signing this object:

karlmutch

// string and rune

const sample = "\xbd\xb2\x3d\xbc\x20\xe2\x8c\x98"
 
fmt.Printf("%x\n", sample)  "bdb23dbc20e28c98"    
fmt.Printf("% x\n", sample) "bd b2 3d bc 20 e2 8c 98"
fmt.Printf("%q\n", sample)  "\xbd\xb2=\xbc ⌘"
fmt.Printf("%+q\n", sample) "\xbd\xb2=\xbc \u2318"

const nihongo = "日本語"

karlmutch

package main

import "fmt"

// fibonacci is a function that returns
// a function that returns an int.
func fibonacci() func() int {
	accum1 := 1
	accum2 := 0
	return func() int {

karlmutch

func WordCount(s string) map[string]int {
	wcMap := make(map[string]int)
	for _,word := range strings.Fields(s) {
		if _,ok := wcMap[word] ; ok {
			wcMap[word]++
		} else {
			wcMap[word] = 1
		}		
	}