python_code stringlengths 0 679k | repo_name stringlengths 9 41 | file_path stringlengths 6 149 |
|---|---|---|
from .rolling import Rolling
from numba import cuda
import math
import numba
number_of_threads = 128
def diff(in_arr, n):
if n < 0:
return Rolling(1, in_arr, forward_window=-n).forward_diff()
elif n > 0:
return Rolling(n + 1, in_arr).backward_diff()
else:
return in_arr
def shif... | fsi-samples-main | gQuant/plugins/gquant_plugin/greenflow_gquant_plugin/cuindicator/util.py |
from numba import cuda
import numba
from .windows import (portfolio_ewma_mean_window)
kernel_cache = {}
def get_ewm_kernel(method):
if method in kernel_cache:
return kernel_cache[method]
@cuda.jit
def kernel(asset_indicator, in_arr, out_arr, average_length, span, arr_len,
thread_... | fsi-samples-main | gQuant/plugins/gquant_plugin/greenflow_gquant_plugin/cuindicator/pewm.py |
from .util import shift, diff
from .rolling import Rolling
from .ewm import Ewm
from .pewm import PEwm
import cudf
import collections
import math
import numba
from .util import (substract, summation, multiply,
division, upDownMove, abs_arr,
true_range, lowhigh_diff, money_flow,
... | fsi-samples-main | gQuant/plugins/gquant_plugin/greenflow_gquant_plugin/cuindicator/indicator.py |
from .ewm import Ewm
from .indicator import * # noqa: F403, F401
from .pewm import PEwm
from .rolling import Rolling
from .util import (shift, diff, substract, summation,
multiply, division, scale, cumsum)
from .frac_diff import (fractional_diff, get_weights_floored,
port_fra... | fsi-samples-main | gQuant/plugins/gquant_plugin/greenflow_gquant_plugin/cuindicator/__init__.py |
from numba import cuda
import numba
from .windows import (mean_window, std_window, var_window,
min_window, max_window, sum_window,
backward_diff_window,
backward_shift_window,
forward_diff_window,
forward_shift... | fsi-samples-main | gQuant/plugins/gquant_plugin/greenflow_gquant_plugin/cuindicator/rolling.py |
import numba
import cmath
import numpy as np
from numba import cuda
from .util import port_mask_nan
__all__ = ["fractional_diff", "get_weights_floored", "port_fractional_diff"]
def get_weights_floored(d, num_k, floor=1e-3):
r"""Calculate weights ($w$) for each lag ($k$) through
$w_k = -w_{k-1} \frac{d - k + ... | fsi-samples-main | gQuant/plugins/gquant_plugin/greenflow_gquant_plugin/cuindicator/frac_diff.py |
import numpy as np
import math
from numba import cuda
import cmath
@cuda.jit(device=True)
def window_kernel(shared, history_len, future_len, out_arr, window_size,
forward_window_size, arr_len, offset, min_size):
"""
This function is to do window computation. Only one thread is assumed
to... | fsi-samples-main | gQuant/plugins/gquant_plugin/greenflow_gquant_plugin/cuindicator/windows.py |
from greenflow.dataframe_flow import Node, PortsSpecSchema
from greenflow.dataframe_flow.portsSpecSchema import ConfSchema
from greenflow.dataframe_flow.metaSpec import MetaDataSchema
from greenflow.dataframe_flow.template_node_mixin import TemplateNodeMixin
from ..node_hdf_cache import NodeHDFCacheMixin
__all__ = ['X... | fsi-samples-main | gQuant/plugins/gquant_plugin/greenflow_gquant_plugin/strategy/xgboostStrategyNode.py |
from .movingAverageStrategyNode import MovingAverageStrategyNode
from .portExpMovingAverageStrategyNode import PortExpMovingAverageStrategyNode
from .xgboostStrategyNode import XGBoostStrategyNode
__all__ = ["MovingAverageStrategyNode",
"PortExpMovingAverageStrategyNode",
"XGBoostStrategyNode"]
| fsi-samples-main | gQuant/plugins/gquant_plugin/greenflow_gquant_plugin/strategy/__init__.py |
from numba import cuda
from functools import partial
import math
import numpy as np
import cudf
import pandas as pd
from greenflow.dataframe_flow import Node, PortsSpecSchema
from greenflow.dataframe_flow.portsSpecSchema import ConfSchema
from greenflow.dataframe_flow.metaSpec import MetaDataSchema
from greenflow.data... | fsi-samples-main | gQuant/plugins/gquant_plugin/greenflow_gquant_plugin/strategy/portExpMovingAverageStrategyNode.py |
from .. import cuindicator as ci
from greenflow.dataframe_flow import Node, PortsSpecSchema
from numba import cuda
import math
import numpy as np
import cudf
from greenflow.dataframe_flow.portsSpecSchema import ConfSchema
from greenflow.dataframe_flow.metaSpec import MetaDataSchema
from greenflow.dataframe_flow.templat... | fsi-samples-main | gQuant/plugins/gquant_plugin/greenflow_gquant_plugin/strategy/movingAverageStrategyNode.py |
class StockMap(object):
def __init__(self):
pass
| fsi-samples-main | gQuant/plugins/gquant_plugin/greenflow_gquant_plugin/dataloader/stockMap.py |
from greenflow.dataframe_flow import Node
import cudf
from greenflow.dataframe_flow.portsSpecSchema import (
PortsSpecSchema, NodePorts, ConfSchema)
from greenflow.dataframe_flow.metaSpec import MetaData
from ..cache import CACHE_NAME
from greenflow.dataframe_flow.util import get_file_path
from .stockMap import St... | fsi-samples-main | gQuant/plugins/gquant_plugin/greenflow_gquant_plugin/dataloader/stockNameLoader.py |
from greenflow.dataframe_flow import Node
from greenflow.dataframe_flow.portsSpecSchema import (
PortsSpecSchema, NodePorts, ConfSchema)
from greenflow.dataframe_flow.metaSpec import MetaData
import cudf
import dask_cudf
import cuml
import copy
import cuml.dask.datasets.classification
from ..node_hdf_cache import N... | fsi-samples-main | gQuant/plugins/gquant_plugin/greenflow_gquant_plugin/dataloader/classificationGenerator.py |
from .csvStockLoader import CsvStockLoader
from .stockNameLoader import StockNameLoader
from .classificationGenerator import ClassificationData
__all__ = ["CsvStockLoader", "StockNameLoader", "ClassificationData"]
| fsi-samples-main | gQuant/plugins/gquant_plugin/greenflow_gquant_plugin/dataloader/__init__.py |
from greenflow.dataframe_flow import Node
from greenflow.dataframe_flow.portsSpecSchema import (
PortsSpecSchema, NodePorts, ConfSchema)
from greenflow.dataframe_flow.metaSpec import MetaData
import cudf
import dask_cudf
import pandas as pd
from greenflow.dataframe_flow.util import get_file_path
from ..node_hdf_cac... | fsi-samples-main | gQuant/plugins/gquant_plugin/greenflow_gquant_plugin/dataloader/csvStockLoader.py |
import greenflow
from greenflow.dataframe_flow.portsSpecSchema import ConfSchema
import json
data = """{
"conf": {
"input": [
"train_norm.df_in",
"test_norm.df_in"
],
"output": [
"train_infer.out",
"test_infer.out",
"train_xgboost.model_out",
"train_norm.df_out",
... | fsi-samples-main | gQuant/plugins/gquant_plugin/modules/my_node.py |
import math
import numpy as np
from numba import cuda
import cupy
import cudf
import dask_cudf
import dask
from greenflow.dataframe_flow import Node, MetaData
from greenflow.dataframe_flow import NodePorts, PortsSpecSchema
from greenflow.dataframe_flow import ConfSchema
import copy
class PointNode(Node):
def por... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/custom_port_nodes.py |
import ipywidgets as widgets
def getXGBoostWidget(replace_spec, task_graph, plot_figures):
def getRangeSlider(val0, val1, des=""):
return widgets.IntRangeSlider(value=[val0, val1],
min=1,
max=60,
... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/plotutils.py |
'''
'''
import sys
from collections import OrderedDict
import re
import numpy as np
from greenflow.dataframe_flow import Node
import logging
# logging.config.dictConfig({
# 'version': 1,
# 'disable_existing_loggers': False
# })
_DISTRIB_FORMATTER = None
def init_workers_logger():
'''Initialize logger w... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/mortgage_e2e_gquant/mortgage_greenflow_plugins.py |
'''
'''
import os
from greenflow.dataframe_flow import (TaskSpecSchema, TaskGraph)
from mortgage_common import (
mortgage_etl_workflow_def, generate_mortgage_greenflow_run_params_list,
MortgageTaskNames)
def main():
_basedir = os.path.dirname(__file__)
# mortgage_data_path = '/datasets/rapids_data... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/mortgage_e2e_gquant/mortgage_run_workflow_local.py |
'''
Collection of functions to run the mortgage example.
'''
import os
from glob import glob
class MortgageTaskNames(object):
'''Task names commonly used by scripts for naming tasks when creating
a greenflow mortgage workflow.
'''
load_acqdata_task_name = 'acqdata'
load_perfdata_task_name = 'perfd... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/mortgage_e2e_gquant/mortgage_common.py |
'''
'''
import os
try:
# Disable NCCL P2P. Only necessary for versions of NCCL < 2.4
# https://rapidsai.github.io/projects/cudf/en/0.8.0/dask-xgb-10min.html#Disable-NCCL-P2P.-Only-necessary-for-versions-of-NCCL-%3C-2.4
os.environ["NCCL_P2P_DISABLE"] = "1"
except Exception:
pass
import json
from dask_... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/mortgage_e2e_gquant/mortgage_run_workflow_daskdistrib.py |
import ipywidgets as widgets
from bqplot.colorschemes import CATEGORY20
from bqplot import Axis, Figure, LinearScale, Lines
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import chaikin_oscillator ... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/ch_oscillator.py |
import ipywidgets as widgets
from bqplot.colorschemes import CATEGORY20
from bqplot import Axis, Figure, LinearScale, Lines
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import on_balance_volume a... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/on_balance_volume.py |
import ipywidgets as widgets
from bqplot.colorschemes import CATEGORY20
from bqplot import Axis, Figure, LinearScale, Lines
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import mass_index as indic... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/mass_index.py |
import ipywidgets as widgets
from bqplot.colorschemes import CATEGORY20
from bqplot import Axis, Figure, LinearScale, Lines
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import money_flow_index as... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/money_flow_index.py |
import ipywidgets as widgets
from bqplot.colorschemes import CATEGORY20
from bqplot import Axis, Figure, LinearScale, Lines
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import kst_oscillator as i... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/kst_oscillator.py |
import ipywidgets as widgets
from bqplot.colorschemes import CATEGORY20
from bqplot import Axis, Figure, LinearScale, Lines
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import accumulation_distri... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/accumulation_distribution.py |
import ipywidgets as widgets
from bqplot.colorschemes import CATEGORY20
from bqplot import Lines
import math
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import moving_average as indicator_fun #... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/ma.py |
import ipywidgets as widgets
from bqplot.colorschemes import CATEGORY20
from bqplot import Axis, Figure, LinearScale, Lines
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import true_strength_index... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/true_strength_index.py |
import ipywidgets as widgets
from bqplot.colorschemes import CATEGORY20
from bqplot import Axis, Figure, LinearScale, Lines
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import stochastic_oscillat... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/stochastic_oscillator_d.py |
import ipywidgets as widgets
from bqplot.colorschemes import CATEGORY20
from bqplot import Axis, Figure, LinearScale, Lines
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import rate_of_change as i... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/rate_of_change.py |
import ipywidgets as widgets
from bqplot import Axis, Figure, LinearScale, Lines
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import macd as indicator_fun # noqa #F401
def get_para_widgets():
... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/macd.py |
import ipywidgets as widgets
from bqplot.colorschemes import CATEGORY20
from bqplot import Axis, Figure, LinearScale, Lines
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import donchian_channel as... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/donchian_channel.py |
import ipywidgets as widgets
from bqplot.colorschemes import CATEGORY20
from bqplot import Axis, Figure, LinearScale, Lines
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import average_directional... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/admi.py |
import ipywidgets as widgets
from bqplot.colorschemes import CATEGORY20
from bqplot import Axis, Figure, LinearScale, Lines
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import force_index as indi... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/force_index.py |
from bqplot.colorschemes import CATEGORY20
from bqplot import Axis, Figure, LinearScale, Lines
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import stochastic_oscillator_k as indicator_fun # noqa... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/stochastic_oscillator_k.py |
import ipywidgets as widgets
from bqplot.colorschemes import CATEGORY20
from bqplot import Axis, Figure, LinearScale, Lines
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import bollinger_bands as ... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/bollinger_bands.py |
import ipywidgets as widgets
from bqplot.colorschemes import CATEGORY20
from bqplot import Axis, Figure, LinearScale, Lines
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import coppock_curve as in... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/coppock_curve.py |
fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/__init__.py | |
import ipywidgets as widgets
from bqplot.colorschemes import CATEGORY20
from bqplot import Axis, Figure, LinearScale, Lines
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import vortex_indicator as... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/vortex_indicator.py |
import ipywidgets as widgets
from bqplot import Axis, Figure, LinearScale, Lines
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import keltner_channel as indicator_fun # noqa #F401
def get_para_... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/keltner_channel.py |
import ipywidgets as widgets
from bqplot.colorschemes import CATEGORY20
from bqplot import Lines
import math
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import exponential_moving_average as indi... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/ewa.py |
from bqplot.colorschemes import CATEGORY20
from bqplot import Axis, Figure, LinearScale, Lines
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import ultimate_oscillator as indicator_fun # noqa #F4... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/ultimate_oscillator.py |
import ipywidgets as widgets
from bqplot.colorschemes import CATEGORY20
from bqplot import Axis, Figure, LinearScale, Lines
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import commodity_channel_i... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/commodity_channel_index.py |
import ipywidgets as widgets
from bqplot.colorschemes import CATEGORY20
from bqplot import Axis, Figure, LinearScale, Lines
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import relative_strength_i... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/rsi.py |
import ipywidgets as widgets
from bqplot.colorschemes import CATEGORY20
from bqplot import Axis, Figure, LinearScale, Lines
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import average_true_range ... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/average_true_range.py |
import ipywidgets as widgets
from bqplot.colorschemes import CATEGORY20
from bqplot import Axis, Figure, LinearScale, Lines
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import exponential_moving_... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/trix.py |
import ipywidgets as widgets
from bqplot.colorschemes import CATEGORY20
from bqplot import Axis, Figure, LinearScale, Lines
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import ease_of_movement as... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/ease_of_movement.py |
from bqplot.colorschemes import CATEGORY20
from bqplot import Axis, Figure, LinearScale, Lines
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import ppsr as indicator_fun # noqa #F401
def get_pa... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/parabolic_sar.py |
import ipywidgets as widgets
from bqplot.colorschemes import CATEGORY20
from bqplot import Axis, Figure, LinearScale, Lines
import os
from greenflow.dataframe_flow.config_nodes_modules import load_modules
load_modules(os.getenv('MODULEPATH')+'/rapids_modules/')
from rapids_modules.cuindicator import momentum as indicat... | fsi-samples-main | gQuant/plugins/gquant_plugin/notebooks/cuIndicator/viz/momentum.py |
from setuptools import setup, find_packages
setup(
name='greenflow_nemo_plugin',
packages=find_packages(include=['greenflow_nemo_plugin',
'greenflow_nemo_plugin.nemo_util']),
entry_points={
'greenflow.plugin':
['greenflow_nemo_plugin = greenflow_nemo_plug... | fsi-samples-main | gQuant/plugins/nemo_plugin/setup.py |
from greenflow.dataframe_flow import Node
from .nemoBaseNode import NeMoBase
import nemo
import nemo.collections.simple_gan
class DiscriminatorLossNode(NeMoBase, Node):
def init(self):
NeMoBase.init(self, nemo.collections.simple_gan.gan.DiscriminatorLoss)
class GradientPenaltyNode(NeMoBase, Node):
... | fsi-samples-main | gQuant/plugins/nemo_plugin/greenflow_nemo_plugin/simple_gan.py |
from greenflow.dataframe_flow import Node
from .nemoBaseNode import NeMoBase
import nemo
import nemo.backends.pytorch.tutorials
class DialogDataLayerNode(NeMoBase, Node):
def init(self):
NeMoBase.init(self, nemo.backends.pytorch.tutorials.chatbot.modules.DialogDataLayer)
class EncoderRNNNode(NeMoBase,... | fsi-samples-main | gQuant/plugins/nemo_plugin/greenflow_nemo_plugin/tutorials.py |
validation_fun = """
//first check types
const reqElement = required['element'];
const outElement = outputs['element'];
if (
outElement['types'][0] !== 'VoidType' &&
reqElement['types'][0] !== 'VoidType'
) {
if (
outElement['types'].findIndex(
(d) => d === reqElement['types'][0]
... | fsi-samples-main | gQuant/plugins/nemo_plugin/greenflow_nemo_plugin/client.py |
from greenflow.dataframe_flow import Node
from .nemoBaseNode import NeMoBase
import nemo
import nemo.collections.tts
class AudioDataLayerNode(NeMoBase, Node):
def init(self):
NeMoBase.init(self, nemo.collections.tts.data_layers.AudioDataLayer)
class FastSpeechNode(NeMoBase, Node):
def init(self):
... | fsi-samples-main | gQuant/plugins/nemo_plugin/greenflow_nemo_plugin/tts.py |
from .client import validation, display # noqa: #401
from greenflow.dataframe_flow._node_flow import register_cleanup
def clean_nemo(ui_clean):
"""
ui_clean is True if the client send
'clean' command to the greenflow backend
"""
try:
import nemo
nf = nemo.core.NeuralModuleFactory.... | fsi-samples-main | gQuant/plugins/nemo_plugin/greenflow_nemo_plugin/__init__.py |
from greenflow.dataframe_flow import Node
from .nemoBaseNode import NeMoBase
import nemo
import nemo.collections.asr
class AudioPreprocessorNode(NeMoBase, Node):
def init(self):
NeMoBase.init(self, nemo.collections.asr.audio_preprocessing.AudioPreprocessor)
class AudioToMFCCPreprocessorNode(NeMoBase, ... | fsi-samples-main | gQuant/plugins/nemo_plugin/greenflow_nemo_plugin/asr.py |
from greenflow.dataframe_flow import Node
from .nemoBaseNode import NeMoBase
import nemo
import nemo.collections.nlp.nm
class BertInferDataLayerNode(NeMoBase, Node):
def init(self):
NeMoBase.init(self, nemo.collections.nlp.nm.data_layers.bert_inference_datalayer.BertInferDataLayer)
class BertPretraini... | fsi-samples-main | gQuant/plugins/nemo_plugin/greenflow_nemo_plugin/nlp.py |
from greenflow.dataframe_flow import (
ConfSchema, PortsSpecSchema, NodePorts, MetaData)
from nemo.core.neural_types import NmTensor
import inspect
from greenflow.plugin_nodes.util.json_util import type_map
from collections import OrderedDict
from greenflow.dataframe_flow.util import get_file_path
from nemo.backen... | fsi-samples-main | gQuant/plugins/nemo_plugin/greenflow_nemo_plugin/nemoBaseNode.py |
from greenflow.dataframe_flow import Node
from .nemoBaseNode import NeMoBase
import nemo
import nemo.backends.pytorch.common
class BCEWithLogitsLossNMNode(NeMoBase, Node):
def init(self):
NeMoBase.init(self, nemo.backends.pytorch.common.losses.BCEWithLogitsLossNM)
class CrossEntropyLossNMNode(NeMoBase... | fsi-samples-main | gQuant/plugins/nemo_plugin/greenflow_nemo_plugin/common.py |
from greenflow.dataframe_flow import Node
from .nemoBaseNode import NeMoBase
import nemo
import nemo.collections.cv
class CIFAR100DataLayerNode(NeMoBase, Node):
def init(self):
NeMoBase.init(self, nemo.collections.cv.modules.data_layers.cifar100_datalayer.CIFAR100DataLayer)
class CIFAR10DataLayerNode(... | fsi-samples-main | gQuant/plugins/nemo_plugin/greenflow_nemo_plugin/cv.py |
from greenflow_gquant_plugin.ml import GridRandomSearchNode
from greenflow.plugin_nodes.util.contextCompositeNode import ContextCompositeNode # noqa #E402
from greenflow.dataframe_flow.portsSpecSchema import (ConfSchema, # noqa #E402
NodePorts)
from greenflow.dataframe... | fsi-samples-main | gQuant/plugins/nemo_plugin/greenflow_nemo_plugin/nemo_util/nemoHPO.py |
from greenflow.dataframe_flow import Node
from greenflow.dataframe_flow import (
ConfSchema, PortsSpecSchema, NodePorts, MetaData)
from nemo.core.neural_types import NmTensor
import nemo
import numpy
import copy
__all__ = ["NemoTrainNode"]
class CallBack(object):
def __init__(self):
self.counter =... | fsi-samples-main | gQuant/plugins/nemo_plugin/greenflow_nemo_plugin/nemo_util/trainNemo.py |
# from .toy import TaylorNetNode
# from .toy import MSELossNode
# from .toy import RealFunctionDataNode
from .trainNemo import NemoTrainNode
from .inferNemo import NemoInferNode
from .nemoHPO import NemoHyperTuneNode
__all__ = ["NemoTrainNode", "NemoInferNode", "NemoHyperTuneNode"]
| fsi-samples-main | gQuant/plugins/nemo_plugin/greenflow_nemo_plugin/nemo_util/__init__.py |
from pathlib import Path
from greenflow.dataframe_flow import Node
from greenflow.dataframe_flow import (
ConfSchema, PortsSpecSchema, NodePorts, MetaData)
from nemo.core.neural_types import NmTensor
import nemo
import copy
__all__ = ["NemoInferNode"]
def _isempty(pp):
'''pp is pathlib Path
:type pp: P... | fsi-samples-main | gQuant/plugins/nemo_plugin/greenflow_nemo_plugin/nemo_util/inferNemo.py |
from setuptools import setup, find_packages
setup(
name='example_plugin',
packages=find_packages(include=['example']),
entry_points={
'greenflow.plugin': [
'custom_nodes = example',
],
}
)
| fsi-samples-main | gQuant/plugins/simple_example/setup.py |
display_fun = """
const columnKeys = Object.keys(metaObj);
let header = '';
if (columnKeys.length > 0) {
header += '<table>';
header += '<tr>';
header += '<th>Column Name</th>';
for (let i = 0; i < columnKeys.length; i++) {
header += `<th>${columnKeys[i]}</th>`;
}
... | fsi-samples-main | gQuant/plugins/simple_example/example/client.py |
from .distanceNode import DistanceNode
from .pointNode import PointNode
import pandas as pd
import numpy as np
from .client import validation, display # noqa: F40
from greenflow.dataframe_flow._node_flow import register_validator
from greenflow.dataframe_flow._node_flow import register_copy_function
def _validate_df... | fsi-samples-main | gQuant/plugins/simple_example/example/__init__.py |
import numpy as np
from greenflow.dataframe_flow import Node
from greenflow.dataframe_flow import PortsSpecSchema
from greenflow.dataframe_flow import ConfSchema
from greenflow.dataframe_flow.metaSpec import MetaDataSchema
from greenflow.dataframe_flow.template_node_mixin import TemplateNodeMixin
class DistanceNode(T... | fsi-samples-main | gQuant/plugins/simple_example/example/distanceNode.py |
import numpy as np
import pandas as pd
from greenflow.dataframe_flow import Node
from greenflow.dataframe_flow import PortsSpecSchema
from greenflow.dataframe_flow import ConfSchema
from greenflow.dataframe_flow.metaSpec import MetaDataSchema
from greenflow.dataframe_flow.template_node_mixin import TemplateNodeMixin
... | fsi-samples-main | gQuant/plugins/simple_example/example/pointNode.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/setup.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/tests/unit/test_hrp_weight.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/tests/unit/test_distance.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/tests/unit/test_max_drawdown.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/tests/unit/__init__.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/tests/unit/test_leverage.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/tests/unit/test_bootstrap.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/tests/unit/test_order.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/greenflow_hrp_plugin/featureNode.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/greenflow_hrp_plugin/hrpWeight.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/greenflow_hrp_plugin/portfolioNode.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/greenflow_hrp_plugin/client.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/greenflow_hrp_plugin/mergeNode.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/greenflow_hrp_plugin/performanceMetricNode.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/greenflow_hrp_plugin/__init__.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/greenflow_hrp_plugin/leverageNode.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/greenflow_hrp_plugin/diffNode.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/greenflow_hrp_plugin/hierarchicalClusteringNode.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/greenflow_hrp_plugin/aggregateTimeFeature.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/greenflow_hrp_plugin/kernels.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/greenflow_hrp_plugin/shapSummaryPlotNode.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/greenflow_hrp_plugin/nrpWeightNode.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/greenflow_hrp_plugin/bootstrapNode.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/greenflow_hrp_plugin/loadCsvNode.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/greenflow_hrp_plugin/rSquaredNode.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/greenflow_hrp_plugin/distanceNode.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/greenflow_hrp_plugin/rawDataNode.py |
"""
////////////////////////////////////////////////////////////////////////////
//
// Copyright (C) NVIDIA Corporation. All rights reserved.
//
// NVIDIA Sample Code
//
// Please refer to the NVIDIA end user license agreement (EULA) associated
// with this source code for terms and conditions that govern your... | fsi-samples-main | gQuant/plugins/hrp_plugin/greenflow_hrp_plugin/maxDrawdownNode.py |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.