mateuszdorobek’s gists

mateuszdorobek / FastTextSize13_bookmarks.txt

Last active May 23, 2020 15:24

FastTextSize13

[{"label":"Majors","isSelected":false,"tSNEIteration":8198,"tSNEPerplexity":7,"tSNELearningRate":0,"tSNEis3d":true,"umapIs3d":true,"umapNeighbors":15,"pcaComponentDimensions":[0,1,2],"projections":[{"pca-0":2.335055351257324,"pca-1":-1.7458101511001587,"pca-2":-3.7125163078308105,"pca-3":-0.9995452165603638,"pca-4":0.5258987545967102,"pca-5":0.443073570728302,"pca-6":-0.3122009038925171,"pca-7":-2.011406660079956,"pca-8":-0.5722216367721558,"pca-9":-0.9109170436859131,"tsne-0":38.86491355319514,"tsne-1":13.95342642311076,"tsne-2":56.599377738025076},{"pca-0":4.139791488647461,"pca-1":-2.516444444656372,"pca-2":3.1704518795013428,"pca-3":0.4492221772670746,"pca-4":-0.7825048565864563,"pca-5":1.7588438987731934,"pca-6":-0.7995781898498535,"pca-7":0.4800008535385132,"pca-8":1.700713038444519,"pca-9":-1.5808168649673462,"tsne-0":52.53767121940091,"tsne-1":17.93977236016662,"tsne-2":-10.943203200115903},{"pca-0":3.7273590564727783,"pca-1":-4.0324811935424805,"pca-2":-0.4384301006793976,"pca-3":-1.5485568046569824,

mateuszdorobek / FastTextSize70_bookmarks.txt

Last active May 23, 2020 15:34

FastTextSize70

[{"label":"^7# Chords","isSelected":true,"tSNEIteration":0,"tSNEPerplexity":5,"tSNELearningRate":1,"tSNEis3d":true,"umapIs3d":true,"umapNeighbors":15,"pcaComponentDimensions":[0,1,2],"projections":[{"pca-0":-0.6867311000823975,"pca-1":0.21003803610801697,"pca-2":-0.5044077038764954,"pca-3":0.0861443281173706,"pca-4":-0.25372686982154846,"pca-5":0.1043710932135582,"pca-6":0.20487192273139954,"pca-7":0.10892689228057861,"pca-8":0.05788261815905571,"pca-9":0.17224249243736267},{"pca-0":-0.7542590498924255,"pca-1":0.21215960383415222,"pca-2":-0.2611932158470154,"pca-3":-0.31564000248908997,"pca-4":-0.16591759026050568,"pca-5":-0.1989290565252304,"pca-6":0.1680530607700348,"pca-7":-0.16672922670841217,"pca-8":0.058103155344724655,"pca-9":-0.243442565202713},{"pca-0":0.37027788162231445,"pca-1":0.7325509190559387,"pca-2":0.09433046728372574,"pca-3":0.19625547528266907,"pca-4":0.2617555856704712,"pca-5":-0.027944501489400864,"pca-6":0.27353113889694214,"pca-7":0.30401280522346497,"pca-8":-0.006053948309272528,"pca-9

mateuszdorobek / Word2VecCBOWSize13_bookmarks.txt

Last active May 23, 2020 15:22

Word2VecCBOWSize13

[{"label":"7#11","isSelected":true,"tSNEIteration":4269,"tSNEPerplexity":7,"tSNELearningRate":1,"tSNEis3d":true,"umapIs3d":true,"umapNeighbors":15,"pcaComponentDimensions":[0,1,2],"projections":[{"pca-0":-2.7214980125427246,"pca-1":-2.550074577331543,"pca-2":1.2104518413543701,"pca-3":0.1550465077161789,"pca-4":1.2925734519958496,"pca-5":-0.79379802942276,"pca-6":-0.09380665421485901,"pca-7":0.6425815224647522,"pca-8":-0.9873469471931458,"pca-9":-0.031977858394384384,"tsne-0":3.655948607335008,"tsne-1":-9.588029695603154,"tsne-2":31.18964170592774},{"pca-0":-2.6696996688842773,"pca-1":2.3994433879852295,"pca-2":1.1878036260604858,"pca-3":0.18715868890285492,"pca-4":-0.8396741151809692,"pca-5":-0.24180980026721954,"pca-6":-0.570260763168335,"pca-7":1.2486293315887451,"pca-8":-0.4605428874492645,"pca-9":-0.37619316577911377,"tsne-0":2.555699725111383,"tsne-1":11.348203499495744,"tsne-2":35.09483426446204},{"pca-0":-2.7652435302734375,"pca-1":-0.0800590068101883,"pca-2":2.7039248943328857,"pca-3":0.3122399151325

mateuszdorobek / Word2VecCBOW70_metadata.tsv

Last active May 23, 2020 15:28

Word2VecCBOWSize70

Chord	Type	Root	Class
Bb7	7	Bb	Dom
D7	7	D	Dom
C7	7	C	Dom
F7	7	F	Dom
B7	7	B	Dom
Eb7	7	Eb	Dom
Db7	7	Db	Dom
Gb7	7	Gb	Dom
E7	7	E	Dom

mateuszdorobek / Word2VecSkipGramSize14_metadata.tsv

Last active May 23, 2020 01:00

Word2VecSkipGramSize14

Bb7	7	Bb	Dom
D7	7	D	Dom
C7	7	C	Dom
F7	7	F	Dom
B7	7	B	Dom
Eb7	7	Eb	Dom
Db7	7	Db	Dom
Gb7	7	Gb	Dom
E7	7	E	Dom

mateuszdorobek / Word2VecSkipGramSize70_bookmarks.txt

Last active April 16, 2021 17:48

Word2VecSkipGramSize70

[{"label":"Bb Minor","isSelected":false,"tSNEIteration":621,"tSNEPerplexity":7,"tSNELearningRate":1,"tSNEis3d":true,"umapIs3d":true,"umapNeighbors":15,"pcaComponentDimensions":[0,1,2],"projections":[{"pca-0":-0.5976860523223877,"pca-1":0.11557117849588394,"pca-2":-0.2817256450653076,"pca-3":0.1530049741268158,"pca-4":-0.1644606739282608,"pca-5":0.08499685674905777,"pca-6":0.023928767070174217,"pca-7":0.17166633903980255,"pca-8":0.05381239578127861,"pca-9":-0.09846415370702744,"tsne-0":-0.7571184382288687,"tsne-1":22.263642954375598,"tsne-2":14.297173821088249},{"pca-0":-0.5953712463378906,"pca-1":-0.33524444699287415,"pca-2":0.06981950253248215,"pca-3":0.14421607553958893,"pca-4":-0.10059381276369095,"pca-5":0.04657237231731415,"pca-6":-0.034639038145542145,"pca-7":0.24386785924434662,"pca-8":0.030696377158164978,"pca-9":0.12049856781959534,"tsne-0":-4.802355663659818,"tsne-1":18.027770620221688,"tsne-2":18.317366269826366},{"pca-0":-0.5692745447158813,"pca-1":-0.21667185425758362,"pca-2":-0.24870628118515015

mateuszdorobek / refine_original.csv

Created February 12, 2022 03:51

data-wrangling-exercise-1 from www.github.com/sirotaya/data-wrangling-exercise-1

company	Product code / number	address	city	country	name
Phillips	p-5	Groningensingel 147	arnhem	the netherlands	dhr p. jansen
phillips	p-43	Groningensingel 148	arnhem	the netherlands	dhr p. hansen
philips	x-3	Groningensingel 149	arnhem	the netherlands	dhr j. Gansen
phllips	x-34	Groningensingel 150	arnhem	the netherlands	dhr p. mansen
phillps	x-12	Groningensingel 151	arnhem	the netherlands	dhr p. fransen
phillipS	p-23	Groningensingel 152	arnhem	the netherlands	dhr p. franssen
akzo	v-43	Leeuwardenweg 178	arnhem	the netherlands	dhr p. bansen
Akzo	v-12	Leeuwardenweg 179	arnhem	the netherlands	dhr p. vansen
AKZO	x-5	Leeuwardenweg 180	arnhem	the netherlands	dhr p. bransen

mateuszdorobek / boston_housing.csv

Last active February 13, 2022 21:11

The Boston Housing Dataset is a derived from information collected by the U.S. Census Service concerning housing in the area of Boston MA.

crim	zn	indus	chas	nox	rm	age	dis	rad	tax	ptratio	b	lstat	medv
0.00632	18	2.31	0	0.538	6.575	65.2	4.09	1	296	15.3	396.9	4.98	24
0.02731	0	7.07	0	0.469	6.421	78.9	4.9671	2	242	17.8	396.9	9.14	21.6
0.02729	0	7.07	0	0.469	7.185	61.1	4.9671	2	242	17.8	392.83	4.03	34.7
0.03237	0	2.18	0	0.458	6.998	45.8	6.0622	3	222	18.7	394.63	2.94	33.4
0.06905	0	2.18	0	0.458	7.147	54.2	6.0622	3	222	18.7	396.9	5.33	36.2
0.02985	0	2.18	0	0.458	6.43	58.7	6.0622	3	222	18.7	394.12	5.21	28.7
0.08829	12.5	7.87	0	0.524	6.012	66.6	5.5605	5	311	15.2	395.6	12.43	22.9
0.14455	12.5	7.87	0	0.524	6.172	96.1	5.9505	5	311	15.2	396.9	19.15	27.1
0.21124	12.5	7.87	0	0.524	5.631	100	6.0821	5	311	15.2	386.63	29.93	16.5

mateuszdorobek / life_expectancy_who.csv

Last active February 19, 2022 13:44

source: https://www.kaggle.com/kumarajarshi/life-expectancy-who

We can make this file beautiful and searchable if this error is corrected: It looks like row 8 should actually have 20 columns, instead of 15 in line 7.

	,country_status,life_expectancy,infant_deaths,alcohol,expenditure_perc,hepatitis_b,measles,bmi,under_five_deaths,polio,expenditure_total,diphtheria,hiv_aids,gdp,population,thinness_1_19_years,thinness_5_9_years,income_composition_of_resources,schooling
	0,Developing,65.0,62,0.01,71.27962362,65.0,1154,19.1,83,6.0,8.16,65.0,0.1,584.25921,33736494.0,17.2,17.3,0.479,10.1
	1,Developing,59.9,64,0.01,73.52358168,62.0,492,18.6,86,58.0,8.18,62.0,0.1,612.696514,327582.0,17.5,17.5,0.476,10.0
	2,Developing,59.9,66,0.01,73.21924272,64.0,430,18.1,89,62.0,8.13,64.0,0.1,631.744976,31731688.0,17.7,17.7,0.47,9.9
	3,Developing,59.5,69,0.01,78.1842153,67.0,2787,17.6,93,67.0,8.52,67.0,0.1,669.959,3696958.0,17.9,18.0,0.463,9.8
	4,Developing,59.2,71,0.01,7.097108703,68.0,3013,17.2,97,68.0,7.87,68.0,0.1,63.537231,2978599.0,18.2,18.2,0.454,9.5
	5,Developing,58.8,74,0.01,79.67936736,66.0,1989,16.7,102,66.0,9.2,66.0,0.1,553.32894,2883167.0,18.4,18.4,0.448,9.2
	6,Developing,58.6,77,0.01,56.76221682,63.0,2861,16.2,106,63.0,9.42,63.0,0.1,445.893

mateuszdorobek / environment.yml

Created April 6, 2022 15:43

Data Science Environment

	name: ds_env
	channels:
	- conda-forge
	- defaults
	- anaconda
	dependencies:
	- pip
	- numpy
	- pandas
	- pandas-profiling

Bb7	7	Bb	Dom
D7	7	D	Dom
C7	7	C	Dom
F7	7	F	Dom
B7	7	B	Dom
Eb7	7	Eb	Dom
Db7	7	Db	Dom
Gb7	7	Gb	Dom
E7	7	E	Dom

Bb7	7	Bb	Dom
D7	7	D	Dom
C7	7	C	Dom
F7	7	F	Dom
B7	7	B	Dom
Eb7	7	Eb	Dom
Db7	7	Db	Dom
Gb7	7	Gb	Dom
E7	7	E	Dom

Mateusz Dorobek mateuszdorobek

Bb7	7	Bb	Dom
D7	7	D	Dom
C7	7	C	Dom
F7	7	F	Dom
B7	7	B	Dom
Eb7	7	Eb	Dom
Db7	7	Db	Dom
Gb7	7	Gb	Dom
E7	7	E	Dom