pylimma
Installation
Quickstart
API reference
Worked examples
Differential Expression Analysis of the ALL Chiaretti Microarray Dataset with pylimma
Differential Expression Analysis of Mouse Mammary RNA-seq with pylimma
Differential Splicing Analysis with pylimma (pasilla dataset)
Differential Expression Analysis of Yoruba HapMap RNA-seq with pylimma
Single-cell pseudobulk differential expression with pylimma (Kang 2018 PBMC)
Differential abundance analysis of proteomics data with pylimma
Validation
Parity with R limma
Known differences from R limma
Fixture-first validation strategy
Benchmarks
pylimma
Index
Index
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A
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B
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C
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D
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E
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F
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G
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I
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K
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L
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M
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N
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P
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Q
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R
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S
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T
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V
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W
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Z
_
__init__() (pylimma.EList method)
(pylimma.MArrayLM method)
A
array_weights() (in module pylimma)
array_weights_quick() (in module pylimma)
as_dataframe() (pylimma.MArrayLM method)
au_roc() (in module pylimma)
ave_dups() (in module pylimma)
aver_arrays() (in module pylimma)
avereps() (in module pylimma)
B
background_correct() (in module pylimma)
barcode_plot() (in module pylimma)
C
camera() (in module pylimma)
camera_pr() (in module pylimma)
classify_tests_f() (in module pylimma)
contrasts_fit() (in module pylimma)
convest() (in module pylimma)
coolmap() (in module pylimma)
D
decide_tests() (in module pylimma)
detection_p_values() (in module pylimma)
diff_splice() (in module pylimma)
duplicate_correlation() (in module pylimma)
E
e_bayes() (in module pylimma)
EList (class in pylimma)
F
fit_f_dist() (in module pylimma)
fit_f_dist_robustly() (in module pylimma)
fit_f_dist_unequal_df1() (in module pylimma)
fitmixture() (in module pylimma)
fitted() (pylimma.MArrayLM method)
fry() (in module pylimma)
G
genas() (in module pylimma)
gene_set_test() (in module pylimma)
get_eawp() (in module pylimma)
gls_series() (in module pylimma)
goana() (in module pylimma)
goana_trend() (in module pylimma)
I
ids2indices() (in module pylimma)
inter_gene_correlation() (in module pylimma)
is_fullrank() (in module pylimma)
K
kegga() (in module pylimma)
L
lm_fit() (in module pylimma)
M
make_contrasts() (in module pylimma)
MArrayLM (class in pylimma)
model_matrix() (in module pylimma)
mrlm() (in module pylimma)
mroast() (in module pylimma)
N
non_estimable() (in module pylimma)
normalize_between_arrays() (in module pylimma)
normalize_cyclic_loess() (in module pylimma)
normalize_median_values() (in module pylimma)
normalize_quantiles() (in module pylimma)
normexp_fit() (in module pylimma)
normexp_signal() (in module pylimma)
P
plot_densities() (in module pylimma)
plot_ma() (in module pylimma)
plot_md() (in module pylimma)
plot_mds() (in module pylimma)
plot_sa() (in module pylimma)
plot_splice() (in module pylimma)
plot_with_highlights() (in module pylimma)
pred_fcm() (in module pylimma)
prop_true_null() (in module pylimma)
put_eawp() (in module pylimma)
Q
qqt() (in module pylimma)
R
rank_sum_test_with_correlation() (in module pylimma)
remove_batch_effect() (in module pylimma)
residuals() (pylimma.MArrayLM method)
roast() (in module pylimma)
romer() (in module pylimma)
S
select_model() (in module pylimma)
squeeze_var() (in module pylimma)
T
top_go() (in module pylimma)
top_kegg() (in module pylimma)
top_splice() (in module pylimma)
top_table() (in module pylimma)
top_table_f() (in module pylimma)
top_treat() (in module pylimma)
treat() (in module pylimma)
tricube_moving_average() (in module pylimma)
V
venn_counts() (in module pylimma)
venn_diagram() (in module pylimma)
volcano_plot() (in module pylimma)
voom() (in module pylimma)
voom_with_quality_weights() (in module pylimma)
vooma() (in module pylimma)
vooma_lm_fit() (in module pylimma)
W
weighted_lowess() (in module pylimma)
wsva() (in module pylimma)
Z
zscore_t() (in module pylimma)