datatable
v0.9.0
Getting started
Getting started
Install datatable
Loading data
Data manipulation
What the f.?
Groupbys / joins
by(…)
sort(…)
join(…)
Offloading data
Using
datatable
Create Frame
Convert a Frame
Parse Text (csv) Files
Write the Frame
Save a Frame
Basic Frame Properties
Compute Per-Column Summary Stats
Select Subsets of Rows/Columns
Delete Rows/Columns
Filter Rows
Compute Columnar Expressions
Sort Columns
Perform Groupby Calculations
Append Rows/Columns
Installation
Prerequisites
Install on Mac OS X
Install on Linux
Install on Windows
Build from Source
Build modified
datatable
Troubleshooting
Contributing
Have Questions?
API reference
Frame
Ftrl
math module
Trigonometric/hyperbolic functions
Exponential/logarithmic functions
Special mathemetical functions
Floating-point functions
Miscellaneous functions
Mathematical constants
Models
FTRL
FTRL Model Information
Create an FTRL Model
FTRL Model Parameters
Training a Model
Resetting a Model
Making Predictions
Feature Importances
Feature Interactions
Further Reading
datatable
Docs
»
Index
Edit on GitHub
Index
A
|
B
|
C
|
D
|
E
|
F
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G
|
H
|
I
|
K
|
L
|
M
|
N
|
P
|
R
|
S
|
T
A
abs() (built-in function)
alpha (datatable.models.Ftrl attribute)
arccos() (built-in function)
arcosh() (built-in function)
arcsin() (built-in function)
arctan() (built-in function)
arctan2() (built-in function)
arsinh() (built-in function)
artanh() (built-in function)
B
beta (datatable.models.Ftrl attribute)
C
cbind() (datatable.Frame method)
cbrt() (built-in function)
colindex() (datatable.Frame method)
colname_hashes (datatable.models.Ftrl attribute)
colnames (datatable.models.Ftrl attribute)
copy() (datatable.Frame method)
cos() (built-in function)
cosh() (built-in function)
countna() (datatable.Frame method)
countna1() (datatable.Frame method)
D
deg2rad() (built-in function)
double_precision (datatable.models.Ftrl attribute)
E
e
erf() (built-in function)
erfc() (built-in function)
exp() (built-in function)
exp2() (built-in function)
expm1() (built-in function)
F
feature_importances (datatable.models.Ftrl attribute)
fit() (datatable.models.Ftrl method)
Frame (class in datatable)
Ftrl (class in datatable.models)
G
gamma() (built-in function)
golden
H
head() (datatable.Frame method)
hypot() (built-in function)
I
inf
interactions (datatable.models.Ftrl attribute)
isfinite() (built-in function)
isinf() (built-in function)
isna() (built-in function)
K
key (datatable.Frame attribute)
keys() (datatable.Frame method)
L
labels (datatable.models.Ftrl attribute)
lambda1 (datatable.models.Ftrl attribute)
lambda2 (datatable.models.Ftrl attribute)
lgamma() (built-in function)
log() (built-in function)
log10() (built-in function)
log1p() (built-in function)
log2() (built-in function)
ltypes (datatable.Frame attribute)
M
mantissa_nbits (datatable.models.Ftrl attribute)
materialize() (datatable.Frame method)
max() (datatable.Frame method)
max1() (datatable.Frame method)
mean() (datatable.Frame method)
mean1() (datatable.Frame method)
min() (datatable.Frame method)
min1() (datatable.Frame method)
mode() (datatable.Frame method)
mode1() (datatable.Frame method)
model (datatable.models.Ftrl attribute)
model_type (datatable.models.Ftrl attribute)
model_type_trained (datatable.models.Ftrl attribute)
N
names (datatable.Frame attribute)
nan
nbins (datatable.models.Ftrl attribute)
ncols (datatable.Frame attribute)
ndims (datatable.Frame attribute)
negative_class (datatable.models.Ftrl attribute)
nepochs (datatable.models.Ftrl attribute)
nmodal() (datatable.Frame method)
nmodal1() (datatable.Frame method)
nrows (datatable.Frame attribute)
nunique() (datatable.Frame method)
nunique1() (datatable.Frame method)
P
params (datatable.models.Ftrl attribute)
pi
power() (built-in function)
predict() (datatable.models.Ftrl method)
R
rad2deg() (built-in function)
rbind() (datatable.Frame method)
replace() (datatable.Frame method)
reset() (datatable.models.Ftrl method)
S
save() (datatable.Frame method)
sd() (datatable.Frame method)
sd1() (datatable.Frame method)
shape (datatable.Frame attribute)
sin() (built-in function)
sinh() (built-in function)
sqrt() (built-in function)
square() (built-in function)
stypes (datatable.Frame attribute)
sum() (datatable.Frame method)
sum1() (datatable.Frame method)
T
tail() (datatable.Frame method)
tan() (built-in function)
tanh() (built-in function)
tau
to_csv() (datatable.Frame method)
to_dict() (datatable.Frame method)
to_jay() (datatable.Frame method)
to_list() (datatable.Frame method)
to_numpy() (datatable.Frame method)
to_pandas() (datatable.Frame method)
to_tuples() (datatable.Frame method)
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v: v0.9.0
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