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github.com/NVIDIA/gbm-bench
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Functions
142 in github.com/NVIDIA/gbm-bench
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Functions
142
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Types & classes
20
Method
fit
(self, data, args)
algorithms.py:452
Function
get_bookkeeper_probs
Get bookkeeper data and convert to probabilities for vertical aggregation.
3rdparty/fast_retraining/experiments/libs/football.py:335
Function
get_fifa_data
Gets fifa data for all matches.
3rdparty/fast_retraining/experiments/libs/football.py:53
Function
get_match_label
Derives a label for a given match.
3rdparty/fast_retraining/experiments/libs/football.py:59
Function
get_number_processors
()
3rdparty/fast_retraining/experiments/libs/utils.py:5
Function
load_airline
Loads airline data The dataset consists of a large amount of records, containing flight arrival and departure details for all the commercial
3rdparty/fast_retraining/experiments/libs/loaders.py:95
Function
load_all_perf_data
(files)
json2csv.py:46
Function
load_bci
Loads BCI data Contains measurements from 64 EEG sensors on the scalp of a single participant. The purpose of the recording is to determine
3rdparty/fast_retraining/experiments/libs/loaders.py:144
Function
load_football
Loads football data Dataset of football stats. +25,000 matches, +10,000 players from 11 European Countries with their lead championship Seaso
3rdparty/fast_retraining/experiments/libs/loaders.py:115
Function
load_fraud
Loads the credit card fraud data The datasets contains transactions made by credit cards in September 2013 by european cardholders. This dat
3rdparty/fast_retraining/experiments/libs/loaders.py:39
Function
load_higgs
Loads HIGGS data Dataset of atomic particles measurements. The total size of the data is 11 millions of observations. It can be used in
3rdparty/fast_retraining/experiments/libs/loaders.py:164
Function
load_iot
Loads iot data Sensor stream contains information (temperature, humidity, light, and sensor voltage) collected from 54 sensors deployed in I
3rdparty/fast_retraining/experiments/libs/loaders.py:73
Function
load_planet_kaggle
Loads Planet Kaggle data Dataset of satellite images of the Amazon. The objective of this dataset is to label satellite image chips wit
3rdparty/fast_retraining/experiments/libs/loaders.py:188
Function
normalized_discounted_cumulative_gain
Normalized Discounted Cumulative Gain (nDCG). Info: https://en.wikipedia.org/wiki/Discounted_cumulative_gain Args: y_true (list or arr
3rdparty/codebase/python/machine_learning/metrics.py:247
Function
normalized_exponential_discounted_cumulative_gain
Normalized Exponential Discounted Cumulative Gain (neDCG). Info: https://en.wikipedia.org/wiki/Discounted_cumulative_gain Args: y_true
3rdparty/codebase/python/machine_learning/metrics.py:270
Function
pre_run_cell
Capture current time before we execute the current command
3rdparty/fast_retraining/experiments/libs/notebook_memory_management.py:71
Function
precision_at_k
Precision at K. Args: y_true (list or array): True values. y_pred (list or array): Predicted values. k (int): Limit of pre
3rdparty/codebase/python/machine_learning/metrics.py:149
Function
prepare_airline
(dataset_folder, nrows)
datasets.py:138
Function
prepare_airline_regression
(dataset_folder, nrows)
datasets.py:142
Function
prepare_bosch
(dataset_folder, nrows)
datasets.py:146
Function
prepare_covtype
(dataset_folder, nrows)
datasets.py:293
Function
prepare_epsilon
(dataset_folder, nrows)
datasets.py:250
Function
prepare_fraud
(dataset_folder, nrows)
datasets.py:169
Function
prepare_higgs
(dataset_folder, nrows)
datasets.py:192
Function
prepare_newsgroups
(dataset_folder, nrows)
datasets.py:305
Function
prepare_year
(dataset_folder, nrows)
datasets.py:214
Function
recall_at_k
Recall at K. Args: y_true (list or array): True values. y_pred (list or array): Predicted values. k (int): Limit of predic
3rdparty/codebase/python/machine_learning/metrics.py:173
Function
regression_metrics
Returns a report with different metrics for a regression problem. - Mean Squared Error: MSE is a risk metric corresponding to the expected value o
3rdparty/codebase/python/machine_learning/metrics.py:113
Function
show_progress
(block_num, block_size, total_size)
datasets.py:38
Function
start_watching_memory
Register memory profiling tools to IPython instance.
3rdparty/fast_retraining/experiments/libs/notebook_memory_management.py:22
Function
stop_watching_memory
Unregister memory profiling tools from IPython instance.
3rdparty/fast_retraining/experiments/libs/notebook_memory_management.py:31
Method
test
(self, data)
algorithms.py:174
Method
test
(self, data)
algorithms.py:203
Method
test
(self, data)
algorithms.py:237
Method
test
(self, data)
algorithms.py:263
Method
test
(self, data)
algorithms.py:289
Method
test
(self, data)
algorithms.py:333
Method
test
(self, data)
algorithms.py:367
Method
test
(self, data)
algorithms.py:411
Method
test
(self, data)
algorithms.py:461
Function
threshold_prediction
(pred_y, threshold=0.5)
3rdparty/fast_retraining/experiments/libs/planet_kaggle.py:41
Function
watch_memory
()
3rdparty/fast_retraining/experiments/libs/notebook_memory_management.py:46
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