From 6a346baf4eccffc1989fc60ef2eaa3b451b0df12 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Fran=C3=A7ois=20Laurent?= <francois.laurent@posteo.net> Date: Thu, 28 Oct 2021 15:05:21 +0200 Subject: [PATCH] unformatted cheatsheet (direct output from cheatsheet.sh) --- notebooks/cheatsheet.txt | 201 +++++++++++++++++++++++++++++++++++++++ 1 file changed, 201 insertions(+) create mode 100644 notebooks/cheatsheet.txt diff --git a/notebooks/cheatsheet.txt b/notebooks/cheatsheet.txt new file mode 100644 index 0000000..fd20f36 --- /dev/null +++ b/notebooks/cheatsheet.txt @@ -0,0 +1,201 @@ +output from cheatsheet.sh: + + +numpy +--------- +arange +argmax +argmin +array +concatenate +cov +cumsum +diag +dot +eye +flatnonzero +flipud +histogram +hstack +isnan +linspace +load +log +mean +meshgrid +ones +ones_like +repeat +reshape +rot90 +sin +sort +sqrt +stack +std +sum +swapaxes +unique +var +vstack +zeros +zeros_like + +pandas +--------- +concat +crosstab +DataFrame +ExcelWriter +merge +read_csv +Series + +matplotlib.pyplot +--------- +annotate +arrow +axes +axhline +axline +axvline +bar +barh +boxplot +colorbar +errorbar +figure +Figure +fill_between +gca +grid +head +hist +hist2d +imshow +legend +loglog +plot +rc +savefig +scatter +semilogy +show +subplots +text +tight_layout +title +violinplot +xlabel +xlim +xticks +ylabel +ylim +yticks + +seaborn +--------- +boxplot +catplot +countplot +displot +heatmap +histplot +kdeplot +pairplot +regplot +rugplot +scatterplot +stripplot +swarmplot + +plotly.express +--------- +density_mapbox +scatter +scatter_3d + +ipywidgets.widgets +--------- +Dropdown +FloatSlider +IntSlider + +skimage.io +--------- +imread + +scipy.stats +--------- +anova_lm +bartlett +chi2 +chi2_contingency +chisquare +f_oneway +ks_2samp +kstest +linregress +multivariate_normal +norm +normaltest +pearsonr +probplot +sem +skew +skewtest +spearmanr +t +ttest_1samp +ttest_ind +ttest_rel + +statsmodels.api +--------- +add_constant +OLS + +statsmodels.formula.api +--------- +glm +ols + +statsmodels.stats.anova +--------- +AnovaRM + +statsmodels.stats.diagnostic +--------- +het_white + +statsmodels.stats.power +--------- +TTestIndPower + +sklearn.decomposition +--------- +FactorAnalysis +PCA +SparsePCA + +sklearn.manifold +--------- +TSNE + +umap +--------- +UMAP + +others +--------- +collections: defaultdict +matplotlib: image +patsy: dmatrices +patsy: ModelDesc +plotly.subplots: make_subplots +sklearn: decomposition +sklearn: manifold +sklearn.preprocessing: StandardScaler +statsmodels.graphics.factorplots: interaction_plot +statsmodels.stats.multitest: multipletests +statsmodels.stats.outliers_influence: OLSInfluence -- GitLab