datatable
v0.8.0
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
Requirements
Install on Mac OS X
Install on Linux
Build from Source
Installing the
Clang/Llvm
distribution
Building
datatable
Troubleshooting
Contributing
Have Questions?
API reference
Frame
Ftrl
Models
FTRL
FTRL Model Information
Create an FTRL Model
FTRL Model Parameters
Training a Model
Resetting a Model
Making Predictions
Feature Importances
Further Reading
datatable
Docs
»
Index
Edit on GitHub
Index
A
|
B
|
C
|
F
|
H
|
I
|
K
|
L
|
M
|
N
|
P
|
R
|
S
|
T
A
alpha (datatable.models.Ftrl attribute)
B
beta (datatable.models.Ftrl attribute)
C
cbind() (datatable.Frame method)
colindex() (datatable.Frame method)
colname_hashes (datatable.models.Ftrl attribute)
copy() (datatable.Frame method)
countna() (datatable.Frame method)
countna1() (datatable.Frame method)
F
feature_importances (datatable.models.Ftrl attribute)
fit() (datatable.models.Ftrl method)
Frame (class in datatable)
Ftrl (class in datatable.models)
H
head() (datatable.Frame method)
I
interactions (datatable.models.Ftrl attribute)
K
key (datatable.Frame attribute)
L
labels (datatable.models.Ftrl attribute)
lambda1 (datatable.models.Ftrl attribute)
lambda2 (datatable.models.Ftrl attribute)
ltypes (datatable.Frame attribute)
M
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)
N
names (datatable.Frame attribute)
nbins (datatable.models.Ftrl attribute)
ncols (datatable.Frame 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)
predict() (datatable.models.Ftrl method)
R
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)
stypes (datatable.Frame attribute)
sum() (datatable.Frame method)
sum1() (datatable.Frame method)
T
tail() (datatable.Frame method)
to_csv() (datatable.Frame method)
to_dict() (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: v0.8.0
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