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1In mid 2022, what's stopping you from using Sway over i3? : i3wm
https://www.reddit.com/r/i3wm/comments/uvxagc/in_mid_2022_whats_stopping_you_from_using_sway/
2 years ago by @becker
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linux
comparison
window
manager
wm
x11
i3
sway
wayland
linuxcomparisonwindowmanagerwmx11i3swaywayland
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1The Best GPUs for Deep Learning in 2020 — An In-depth Analysis
https://timdettmers.com/2020/09/07/which-gpu-for-deep-learning/
2 years ago by @becker
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comparison
deep
technical
learning
gpu
benchmark
comparisondeeptechnicallearninggpubenchmark
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1Tired: PCA + kmeans, Wired: UMAP + GMM | R-bloggers
https://www.r-bloggers.com/2021/06/tired-pca-kmeans-wired-umap-gmm/
2 years ago by @becker
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umap
science
comparison
data
gmm
kmeans
pca
combination
umapsciencecomparisondatagmmkmeanspcacombination
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1Best GPU for Deep Learning in 2022 (so far)
https://lambdalabs.com/blog/best-gpu-2022-sofar/
2 years ago by @becker
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comparison
deep
learning
gpu
benchmark
nvidia
comparisondeeplearninggpubenchmarknvidia
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1GitHub - erikbern/ann-benchmarks: Benchmarks of approximate nearest neighbor libraries in Python
Benchmarks of approximate nearest neighbor libraries in Python - erikbern/ann-benchmarks
4 years ago by @becker
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approximate
comparison
efficient
python
py
knn
search
nearest
neighbor
paper:fastcor
benchmark
approximatecomparisonefficientpythonpyknnsearchnearestneighborpaper:fastcorbenchmark
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1Surprising Sorting Tips for Data Scientists | by Jeff Hale | Towards Data Science
https://towardsdatascience.com/surprising-sorting-tips-for-data-scientists-9c360776d7e
4 years ago by @becker
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comparison
python
cpu
sort
gpu
paper:fastcor
comparisonpythoncpusortgpupaper:fastcor
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1ikizhvatov/efficient-columnwise-correlation: Efficient ways to compute Pearson's correlation between columns of two matrices in various scientific computing languages
https://github.com/ikizhvatov/efficient-columnwise-correlation
4 years ago by @becker
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r
comparison
fast
julia
efficient
cor
implementation
python
correlation
benchmark
rcomparisonfastjuliaefficientcorimplementationpythoncorrelationbenchmark
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1PPL APIs
https://colcarroll.github.io/ppl-api/
4 years ago by @becker
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overview
comparison
language
probabilistic
review
ppl
list
programming
overviewcomparisonlanguageprobabilisticreviewppllistprogramming
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1diningphil/gnn-comparison: Official Repository of "A Fair Comparison of Graph Neural Networks for Graph Classification", ICLR 2020
https://github.com/diningphil/gnn-comparison
4 years ago by @becker
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comparison
paper
neural
network
graph
classification
comparisonpaperneuralnetworkgraphclassification
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2Statistical Significance Tests for Comparing Machine Learning Algorithms
https://machinelearningmastery.com/statistical-significance-tests-for-comparing-machine-learning-algorithms/
4 years ago by @becker
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comparison
statistical
test
data
learning
science
significance
mining
cross
machine
testing
hypothesis
validation
comparisonstatisticaltestdatalearningsciencesignificanceminingcrossmachinetestinghypothesisvalidation
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1machine learning - Getting a low ROC AUC score but a high accuracy - Stack Overflow
https://stackoverflow.com/questions/47104129/getting-a-low-roc-auc-score-but-a-high-accuracy/47111246#47111246
4 years ago by @becker
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acc
comparison
roc
precision
data
accuracy
learning
metric
auc
science
mining
recall
evaluation
machine
metrics
ml
acccomparisonrocprecisiondataaccuracylearningmetricaucscienceminingrecallevaluationmachinemetricsml
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1Galaxy S10 SM-G973U 128GB vs Galaxy S10 SM-G973F/DS 128GB - PhoneMore
https://www.phonemore.com/compare/phones/samsung-galaxy-s10-sm-g973u-128gb-vs-samsung-galaxy-s10-sm-g973fds-128gb/9760415
5 years ago by @becker
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comparison
provider
phone
frequency
band
network
cellphone
frequencies
cell
comparisonproviderphonefrequencybandnetworkcellphonefrequenciescell
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1False Positives, FWER, and FDR Explained | Less Likely
https://lesslikely.com/statistics/multiplicity-explained/
5 years ago by @becker
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comparison
statistical
hochberg
test
false
discovery
significant
rate
fwer
bonferroni
fdr
null
multiple
benjamini
hypothesis
correction
comparisonstatisticalhochbergtestfalsediscoverysignificantratefwerbonferronifdrnullmultiplebenjaminihypothesiscorrection
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1Comparing Accumulo, Cassandra, and HBase - YouTube
https://www.youtube.com/watch?v=MfzZe1mdhfI
5 years ago by @becker
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accumulo
comparison
cassandra
eva
hbase
accumulocomparisoncassandraevahbase
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1Putting the Squeeze on Trip Data
https://eng.uber.com/trip-data-squeeze/
6 years ago by @becker
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protobuf
bson
comparison
encode
json
thrift
avro
messagepack
msgpack
serialization
decode
benchmark
protobufbsoncomparisonencodejsonthriftavromessagepackmsgpackserializationdecodebenchmark
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1Generalized log likelihood ratio test for non-nested models - Cross Validated
https://stats.stackexchange.com/questions/110038/generalized-log-likelihood-ratio-test-for-non-nested-models
6 years ago by @becker
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bayesian
comparison
frequentist
bayes
mixedtrails
likelihood
model
diss
nested
non
bayesiancomparisonfrequentistbayesmixedtrailslikelihoodmodeldissnestednon
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1Felix Schönbrodt's blog
http://www.nicebread.de/what-does-a-bayes-factor-feel-like/
7 years ago by @becker
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bayesian
comparison
visualization
examples
bayes
illustration
interpretation
model
factor
table
bayesiancomparisonvisualizationexamplesbayesillustrationinterpretationmodelfactortable
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1When to use Cassandra, MongoDB, HBase, Accumulo and MySQL
http://blog.ippon.tech/use-cassandra-mongodb-hbase-accumulo-mysql/
7 years ago by @becker
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accumulo
cap
comparison
theorem
cassandra
mongodb
nosql
hbase
accumulocapcomparisontheoremcassandramongodbnosqlhbase
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1Geomesa vs. GeoWave: A Benchmark for Geotemporal Point Data « mgm technology blog
http://blog.mgm-tp.com/2016/03/geomesa-vs-geowave/
7 years ago by @becker
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geo
comparison
geowave
index
spatial
geomesa
temporal
eva
geocomparisongeowaveindexspatialgeomesatemporaleva
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1A Comparison of Time Series Databases and Netsil’s Use of Druid
https://blog.netsil.com/a-comparison-of-time-series-databases-and-netsils-use-of-druid-db805d471206
7 years ago by @becker
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comparison
database
series
time
db
databases
comparisondatabaseseriestimedbdatabases
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publications (hide)78
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1Comparison between LCEVC and VVC
M. Benjak, and J. Ostermann. 15th Meeting of ISO/IEC JTC 1/SC 29/WG 4 Document m67212, (April 2024)
27 days ago by @tntl3s
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myown
leibnizailab
Comparison
myownleibnizailabComparison
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2Why do tree-based models still outperform deep learning on typical tabular data?
L. Grinsztajn, E. Oyallon, and G. Varoquaux. Thirty-sixth Conference on Neural Information Processing Systems Datasets and Benchmarks Track, (2022)
2 years ago by @becker
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comparison
forest
decision
neural
data
tabular
learning
tree
trees
network
performance
random
citedby:scholar:count:5
evaluation
citedby:scholar:timestamp:2022-12-1
machine
ml
nn
comparisonforestdecisionneuraldatatabularlearningtreetreesnetworkperformancerandomcitedby:scholar:count:5evaluationcitedby:scholar:timestamp:2022-12-1machinemlnn
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2Translating The Benefits Of Wide-band Display Environments Into An XR Space
D. Kobayashi, N. Kirshenbaum, R. Tabalba, R. Theriot, and J. Leigh. Symposium on Spatial User Interaction, page 1--11. (2021)
2 years ago by @becker
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comparison
virtual
wide
reality
collaborative
work
immermind
m:
screen
ar
m:id:immermind:coordinate:x:-341.0583736896515
xr
m:id:immermind:node
vr
m:id:immermind:coordinate:y:-322.7792625427246
comparisonvirtualwiderealitycollaborativeworkimmermindm:screenarm:id:immermind:coordinate:x:-341.0583736896515xrm:id:immermind:nodevrm:id:immermind:coordinate:y:-322.7792625427246
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2A comparison of approaches to improve worst-case predictive model performance over patient subpopulations
S. Pfohl, H. Zhang, Y. Xu, A. Foryciarz, M. Ghassemi, and N. Shah. arXiv preprint arXiv:2108.12250, (2021)
2 years ago by @becker
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subgroup
comparison
subgroups
learning
benchmark
subgroupcomparisonsubgroupslearningbenchmark
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1Co-Operation: Fast Correlation, Covariance, and Cosine Similarity
D. Schmidt. (2021)R package version 0.6-3.
3 years ago by @becker
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comparison
correlation
baseline
paper:fastcor
comparisoncorrelationbaselinepaper:fastcor
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2Fast R Functions for Robust Correlations and Hierarchical Clustering
P. Langfelder, and S. Horvath. Journal of Statistical Software, 46 (11): 1--17 (2012)
3 years ago by @becker
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comparison
correlation
baseline
paper:fastcor
comparisoncorrelationbaselinepaper:fastcor
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1Rfast: A Collection of Efficient and Extremely Fast R Functions
M. Papadakis, M. Tsagris, M. Dimitriadis, S. Fafalios, I. Tsamardinos, M. Fasiolo, G. Borboudakis, J. Burkardt, C. Zou, K. Lakiotaki and 1 other author(s). (2021)R package version 2.0.3.
3 years ago by @becker
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comparison
correlation
baseline
paper:fastcor
comparisoncorrelationbaselinepaper:fastcor
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1Forward regression in R: from the extreme slow to the extreme fast
M. Tsagris, and M. Papadakis. Journal of Data Science, 16 (4): 771--780 (2018)
3 years ago by @becker
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comparison
citedby:scholar:count:1
correlation
citedby:scholar:timestamp:2021-9-25
baseline
paper:fastcor
comparisoncitedby:scholar:count:1correlationcitedby:scholar:timestamp:2021-9-25baselinepaper:fastcor
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4Comparison of Transformer-Based Sequential Product Recommendation Models for the Coveo Data Challenge
E. Fischer, D. Zoller, and A. Hotho. SIGIR Workshop On eCommerce, (Jul 15, 2021)
3 years ago by @nosebrain
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myown
comparison
product
Coveo
data
challenge
recommendation
transformer
myowncomparisonproductCoveodatachallengerecommendationtransformer
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1Comparison of large networks with sub-sampling strategies
W. Ali, A. Wegner, R. Gaunt, C. Deane, and G. Reinert. Scientific reports, 6 (1): 1--8 (2016)
3 years ago by @becker
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hyptrails
citedby:scholar:timestamp:2021-7-8
comparison
dataset
citedby:scholar:count:20
tobi
cross
sample
hyptrailscitedby:scholar:timestamp:2021-7-8comparisondatasetcitedby:scholar:count:20tobicrosssample
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3A Tool for Hierarchical Climate Regionalization
H. Badr, B. Zaitchik, and A. Dezfuli. Earth Science Informatics, 8 (4): 949--958 (2015)
4 years ago by @becker
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r
comparison
correlation
baseline
paper:fastcor
rcomparisoncorrelationbaselinepaper:fastcor
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1A comparison of single-cell trajectory inference methods
W. Saelens, R. Cannoodt, H. Todorov, and Y. Saeys. Nature biotechnology, 37 (5): 547--554 (2019)
4 years ago by @becker
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comparison
nature
inference
method
citedby:scholar:timestamp:2020-8-31
trajectory
citedby:scholar:count:244
single
cell
benchmark
comparisonnatureinferencemethodcitedby:scholar:timestamp:2020-8-31trajectorycitedby:scholar:count:244singlecellbenchmark
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2A fair comparison of graph neural networks for graph classification
F. Errica, M. Podda, D. Bacciu, and A. Micheli. arXiv preprint arXiv:1912.09893, (2019)
4 years ago by @becker
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comparison
paper
neural
citedby:scholar:timestamp:2020-6-3
citedby:scholar:count:9
network
graph
classification
comparisonpaperneuralcitedby:scholar:timestamp:2020-6-3citedby:scholar:count:9networkgraphclassification
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1On estimating model accuracy with repeated cross-validation
G. Vanwinckelen, and H. Blockeel. Benelearn 2012: Proceedings of the 21st belgian-dutch conference on machine learning, page 39--44. (2012)
4 years ago by @becker
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comparison
statistical
data
test
learning
science
significance
mining
cross
machine
testing
hypothesis
validation
comparisonstatisticaldatatestlearningsciencesignificanceminingcrossmachinetestinghypothesisvalidation
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3Issues in Stacked Generalization
K. Ting, and I. Witten. Journal of Artificial Intelligence Research, (May 1999)
4 years ago by @becker
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nalab
comparison
stacked
generalization
r01
issues
nalabcomparisonstackedgeneralizationr01issues
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3Gaussian Process Prior Variational Autoencoders
F. Casale, A. Dalca, L. Saglietti, J. Listgarten, and N. Fusi. Advances in Neural Information Processing Systems, page 10369--10380. (2018)
5 years ago by @becker
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autoencoder
comparison
auto
process
neural
encoder
network
nips
variation
prior
vae
time
model
gaussian
nn
generative
autoencodercomparisonautoprocessneuralencodernetworknipsvariationpriorvaetimemodelgaussiannngenerative
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3Understanding Human Navigation using Bayesian Hypothesis Comparison
M. Becker. University of Würzburg, Doctoral Thesis, (2018)
5 years ago by @becker
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myown
bayesian
comparison
phd
skipstats
thesis
geo
phd:thesis
navigation
hypothesis
model
spatial
behavior
myownbayesiancomparisonphdskipstatsthesisgeophd:thesisnavigationhypothesismodelspatialbehavior
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5Air Trails--Urban Air Quality Campaign Exploration Patterns
M. Becker, F. Lautenschlager, and A. Hotho. Proceedings of VGI-ALIVE 2018 Workshop, colocated with AGILE 2018, (2018)
5 years ago by @becker
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hyptrails
myown
bayesian
comparison
bayes
mixedtrails
everyaware
air
p2map
model
eva
hyptrailsmyownbayesiancomparisonbayesmixedtrailseveryawareairp2mapmodeleva
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4Bagging, Boosting, and C4.5
J. Quinlan. AAAI/IAAI, Vol. 1, page 725-730. AAAI Press / The MIT Press, (1996)
6 years ago by @nosebrain
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lecture:data-mining
comparison
boosting
bagging
c4.5
lecture:2014
lecture:data-miningcomparisonboostingbaggingc4.5lecture:2014
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2Comparative Study of CNN and RNN for Natural Language Processing
W. Yin, K. Kann, M. Yu, and H. Schütze. (2017)cite arxiv:1702.01923Comment: 7 pages, 11 figures.
6 years ago by @nosebrain
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nlp
rnn
comparison
cnn
neural
network
nlprnncomparisoncnnneuralnetwork
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