answers
dict
context
stringlengths
1
191
id
stringlengths
24
24
question
stringclasses
10 values
title
stringclasses
1 value
{ "answer_start": [ 43 ], "text": [ "" ] }
}
ebf63fa4ca184a3f9b56841d
Does this line of code define a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 46 ], "text": [ "" ] }
y: y
6b46ba471e4c4f1e8b5ddc67
Is a hyperparameter (hp) present in this code line?
Hyperparameter-module
{ "answer_start": [ 57 ], "text": [ "" ] }
ifront.clear();
446cd95a4a7742aeb77239e3
Does this line of code make use of a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 4 ], "text": [ "int min_grad_norm = 3" ] }
int min_grad_norm = 3
bf966ab52cb048988685c9de
Is there a hyperparameter (hp) in this code line?
Hyperparameter-module
{ "answer_start": [ 0 ], "text": [ "ppo_loss : 0.003668" ] }
ppo_loss : 0.003668
28dd1ac954dc43d3a4a7696a
Is a hyperparameter (hp) present in this code line?
Hyperparameter-module
{ "answer_start": [ 6 ], "text": [ "float dropout1 : 0.0292" ] }
float dropout1 : 0.0292
bf966ab52cb048988685c9de
Is there a hyperparameter (hp) in this code line?
Hyperparameter-module
{ "answer_start": [ 4 ], "text": [ "int lr_HP : 2" ] }
int lr_HP : 2
28dd1ac954dc43d3a4a7696a
Is a hyperparameter (hp) present in this code line?
Hyperparameter-module
{ "answer_start": [ 48 ], "text": [ "" ] }
"""
277cddf32ce343c7849b8901
Does this line of code define a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 0 ], "text": [ "learning_rate_var_HP = 0.0926" ] }
learning_rate_var_HP = 0.0926
bf966ab52cb048988685c9de
Is there a hyperparameter (hp) in this code line?
Hyperparameter-module
{ "answer_start": [ 61 ], "text": [ "" ] }
var e = a.eyes[ei];
233f1a7926684e8585b78477
Can a hyperparameter (hp) be found in this line of code?
Hyperparameter-module
{ "answer_start": [ 7 ], "text": [ "double episodes_HP : 0.063973" ] }
double episodes_HP : 0.063973
14ca9fcb42ae4175b9aed4dc
Are there any hyperparameters (hp) in this code line?
Hyperparameter-module
{ "answer_start": [ 4 ], "text": [ "int batchSize : 4" ] }
int batchSize : 4
458423a32fe84abbb3f77246
Does this line of code refer to a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 7 ], "text": [ "double hparam_modelzipfilepath : 0.03016" ] }
double hparam_modelzipfilepath : 0.03016
458423a32fe84abbb3f77246
Does this line of code refer to a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 4 ], "text": [ "int sde_sample_freq = 9" ] }
int sde_sample_freq = 9
bf966ab52cb048988685c9de
Is there a hyperparameter (hp) in this code line?
Hyperparameter-module
{ "answer_start": [ 50 ], "text": [ "" ] }
} else {
5b6971cc9f004473a6cdf126
Can a hyperparameter (hp) be found in this line of code?
Hyperparameter-module
{ "answer_start": [ 0 ], "text": [ "learningRate_HP : 0.031569" ] }
learningRate_HP : 0.031569
61f112fee0cf4b2d87df4739
Does this line of code make use of a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 7 ], "text": [ "string modelClass = modelClassvar" ] }
string modelClass = modelClassvar
2e14fc54878748978b524c13
Can a hyperparameter (hp) be found in this line of code?
Hyperparameter-module
{ "answer_start": [ 7 ], "text": [ "double buffer_size : 0.0015" ] }
double buffer_size : 0.0015
c96244c847784f7abe693c9e
Does this code line include a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 83 ], "text": [ "" ] }
package com.javadeeplearningcookbook.api;
54afd40d25d9444e8940e761
Is there a hyperparameter (hp) in this code line?
Hyperparameter-module
{ "answer_start": [ 103 ], "text": [ "" ] }
lst.push(new Wall(new Vec(x + w, y), new Vec(x + w, y + h)));
e3702077d78f45b19c979de0
Does this code line contains a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 6 ], "text": [ "float alive_bonus_offset : 0.05754" ] }
float alive_bonus_offset : 0.05754
bf966ab52cb048988685c9de
Is there a hyperparameter (hp) in this code line?
Hyperparameter-module
{ "answer_start": [ 6 ], "text": [ "float learningRate_HP = 0.0" ] }
float learningRate_HP = 0.0
03a2cd1700874b04b2aecb24
Is this line of code associated with a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 43 ], "text": [ "" ] }
}
78d5de306dc4438e8064e7ef
Does this line of code define a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 63 ], "text": [ "" ] }
ticks: opt.ticks || {
4cbd0c25faf04b5d8039eccc
Does this line of code make use of a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 4 ], "text": [ "int gae_lambda : 8" ] }
int gae_lambda : 8
dcfa106cfd714298a7a72126
Does this line of code define a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 0 ], "text": [ "hparam_learning_rate_de_std : 0.06628" ] }
hparam_learning_rate_de_std : 0.06628
c96244c847784f7abe693c9e
Does this code line include a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 62 ], "text": [ "" ] }
return executor_name
0a6a340539ff4a6491a2b3e7
Does this line of code define a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 7 ], "text": [ "double hparam_episodes = 0.08911" ] }
double hparam_episodes = 0.08911
bf966ab52cb048988685c9de
Is there a hyperparameter (hp) in this code line?
Hyperparameter-module
{ "answer_start": [ 5 ], "text": [ "bool online_sampling = True" ] }
bool online_sampling = True
6d8adb323f284f53ba3c67e4
Does this code line contains a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 5 ], "text": [ "bool q_value = False" ] }
bool q_value = False
2e14fc54878748978b524c13
Can a hyperparameter (hp) be found in this line of code?
Hyperparameter-module
{ "answer_start": [ 4 ], "text": [ "int buffer_size : 3" ] }
int buffer_size : 3
c96244c847784f7abe693c9e
Does this code line include a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 48 ], "text": [ "" ] }
else {
2c5ae88f565b4908a91cf625
Can a hyperparameter (hp) be found in this line of code?
Hyperparameter-module
{ "answer_start": [ 0 ], "text": [ "normalize_advantage = False" ] }
normalize_advantage = False
6d8adb323f284f53ba3c67e4
Does this code line contains a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 0 ], "text": [ "scale_value_targets = False" ] }
scale_value_targets = False
6d8adb323f284f53ba3c67e4
Does this code line contains a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 7 ], "text": [ "double vfCoef : 0.051" ] }
double vfCoef : 0.051
6d8adb323f284f53ba3c67e4
Does this code line contains a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 7 ], "text": [ "double minVal : 0.08" ] }
double minVal : 0.08
2e14fc54878748978b524c13
Can a hyperparameter (hp) be found in this line of code?
Hyperparameter-module
{ "answer_start": [ 6 ], "text": [ "float eval_model : 0.003" ] }
float eval_model : 0.003
61f112fee0cf4b2d87df4739
Does this line of code make use of a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 0 ], "text": [ "learning_rate_de_std_HP : 0.07376" ] }
learning_rate_de_std_HP : 0.07376
c96244c847784f7abe693c9e
Does this code line include a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 7 ], "text": [ "double use_rmsProp = 0.07" ] }
double use_rmsProp = 0.07
03a2cd1700874b04b2aecb24
Is this line of code associated with a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 115 ], "text": [ "" ] }
transformSplit.locationsIterator().forEachRemaining(System.out::println);
0ea4901210c14fbfb7bb90d3
Is a hyperparameter (hp) present in this code line?
Hyperparameter-module
{ "answer_start": [ 111 ], "text": [ "" ] }
def LayerNormSquash(mode, width=128): # pylint: disable=invalid-name
2f5ba3a0eb474eba898c24bc
Does this line of code refer to a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 6 ], "text": [ "float HP_modelZipFilePath = 0.00846" ] }
float HP_modelZipFilePath = 0.00846
dcfa106cfd714298a7a72126
Does this line of code define a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 0 ], "text": [ "n_eval_batches = 0.073522" ] }
n_eval_batches = 0.073522
14ca9fcb42ae4175b9aed4dc
Are there any hyperparameters (hp) in this code line?
Hyperparameter-module
{ "answer_start": [ 6 ], "text": [ "float hparam_lr : 0.03651" ] }
float hparam_lr : 0.03651
28dd1ac954dc43d3a4a7696a
Is a hyperparameter (hp) present in this code line?
Hyperparameter-module
{ "answer_start": [ 89 ], "text": [ "" ] }
// fix input to all agents based on environment
7001af1a02d04440a0cfa698
Is this line of code associated with a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 50 ], "text": [ "" ] }
nloop++;
12aedcdbd37a43d58adbeebf
Are there any hyperparameters (hp) in this code line?
Hyperparameter-module
{ "answer_start": [ 6 ], "text": [ "float hparam_modeldirectorypath = 0.0083" ] }
float hparam_modeldirectorypath = 0.0083
6d8adb323f284f53ba3c67e4
Does this code line contains a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 4 ], "text": [ "int n_timesteps : 4" ] }
int n_timesteps : 4
dcfa106cfd714298a7a72126
Does this line of code define a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 4 ], "text": [ "int numClasses : 9" ] }
int numClasses : 9
61f112fee0cf4b2d87df4739
Does this line of code make use of a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 0 ], "text": [ "hparam_totalTimesteps = 0.0136" ] }
hparam_totalTimesteps = 0.0136
c96244c847784f7abe693c9e
Does this code line include a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 0 ], "text": [ "noiseStd = 0.06944" ] }
noiseStd = 0.06944
6d8adb323f284f53ba3c67e4
Does this code line contains a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 7 ], "text": [ "double HP_modelZipFilePath : 0.094" ] }
double HP_modelZipFilePath : 0.094
28dd1ac954dc43d3a4a7696a
Is a hyperparameter (hp) present in this code line?
Hyperparameter-module
{ "answer_start": [ 58 ], "text": [ "" ] }
return shape_fun
5167f689667d4a0ca1ee59df
Does this line of code refer to a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 6 ], "text": [ "float lr_HP : 0.0076" ] }
float lr_HP : 0.0076
bf966ab52cb048988685c9de
Is there a hyperparameter (hp) in this code line?
Hyperparameter-module
{ "answer_start": [ 56 ], "text": [ "" ] }
if it doesn't.
72234c1c82164668bca86b6a
Does this line of code refer to a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 4 ], "text": [ "int HP_totalTimesteps_var = 4" ] }
int HP_totalTimesteps_var = 4
dcfa106cfd714298a7a72126
Does this line of code define a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 7 ], "text": [ "double maxEpisodeLength : 0.022" ] }
double maxEpisodeLength : 0.022
c96244c847784f7abe693c9e
Does this code line include a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 4 ], "text": [ "int hparams_learningRate : 10" ] }
int hparams_learningRate : 10
c96244c847784f7abe693c9e
Does this code line include a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 74 ], "text": [ "" ] }
self._process_tasks(task_tuples)
fe0ab8201a87451697730210
Does this code line include a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 6 ], "text": [ "float hparam_totalTimesteps_var = 0.0036" ] }
float hparam_totalTimesteps_var = 0.0036
c96244c847784f7abe693c9e
Does this code line include a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 7 ], "text": [ "double HP_learningRate = 0.04" ] }
double HP_learningRate = 0.04
bf966ab52cb048988685c9de
Is there a hyperparameter (hp) in this code line?
Hyperparameter-module
{ "answer_start": [ 0 ], "text": [ "HP_learning_rate = 0.048791" ] }
HP_learning_rate = 0.048791
2e14fc54878748978b524c13
Can a hyperparameter (hp) be found in this line of code?
Hyperparameter-module
{ "answer_start": [ 5 ], "text": [ "bool offline = False" ] }
bool offline = False
2e14fc54878748978b524c13
Can a hyperparameter (hp) be found in this line of code?
Hyperparameter-module
{ "answer_start": [ 54 ], "text": [ "" ] }
@classmethod
3dbd1a23f0624fa39b4d4940
Does this code line include a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 0 ], "text": [ "batchSize : 0.095838" ] }
batchSize : 0.095838
dcfa106cfd714298a7a72126
Does this line of code define a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 172 ], "text": [ "" ] }
JacksonLineRecordReader jacksonLineRecordReader = new JacksonLineRecordReader(fieldSelection,new ObjectMapper(new JsonFactory()));
37f9bdb4299147b5b63249a7
Are there any hyperparameters (hp) in this code line?
Hyperparameter-module
{ "answer_start": [ 7 ], "text": [ "double learningRate_HP : 0.06695" ] }
double learningRate_HP : 0.06695
bf966ab52cb048988685c9de
Is there a hyperparameter (hp) in this code line?
Hyperparameter-module
{ "answer_start": [ 6 ], "text": [ "float n_top = 0.0809" ] }
float n_top = 0.0809
458423a32fe84abbb3f77246
Does this line of code refer to a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 43 ], "text": [ "" ] }
}
de684fb9ca8846a7857153e1
Are there any hyperparameters (hp) in this code line?
Hyperparameter-module
{ "answer_start": [ 4 ], "text": [ "int hparam_totalTimesteps : 9" ] }
int hparam_totalTimesteps : 9
dcfa106cfd714298a7a72126
Does this line of code define a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 6 ], "text": [ "float hparam_modelzipfilepath = 0.06" ] }
float hparam_modelzipfilepath = 0.06
458423a32fe84abbb3f77246
Does this line of code refer to a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 59 ], "text": [ "" ] }
this.walls.pop();
f29e29eeef984fb690231fa5
Is there a hyperparameter (hp) in this code line?
Hyperparameter-module
{ "answer_start": [ 0 ], "text": [ "zeroPolicy = True" ] }
zeroPolicy = True
dcfa106cfd714298a7a72126
Does this line of code define a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 6 ], "text": [ "float episodes_HP = 0.0533" ] }
float episodes_HP = 0.0533
bf966ab52cb048988685c9de
Is there a hyperparameter (hp) in this code line?
Hyperparameter-module
{ "answer_start": [ 110 ], "text": [ "" ] }
if (it.type === 1) a.digestion_signal += 5.0; // mmm delicious apple
e12ad3d49a7f4e63833d04f7
Is this line of code associated with a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 70 ], "text": [ "" ] }
self.workers_active: int = 0
ac5f0685f1394874a3548cb7
Is this line of code associated with a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 0 ], "text": [ "hparam_totalTimesteps : 0.00638" ] }
hparam_totalTimesteps : 0.00638
bf966ab52cb048988685c9de
Is there a hyperparameter (hp) in this code line?
Hyperparameter-module
{ "answer_start": [ 0 ], "text": [ "hparam_episodes = 0.04" ] }
hparam_episodes = 0.04
dcfa106cfd714298a7a72126
Does this line of code define a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 7 ], "text": [ "double entropy_loss = 0.031" ] }
double entropy_loss = 0.031
2e14fc54878748978b524c13
Can a hyperparameter (hp) be found in this line of code?
Hyperparameter-module
{ "answer_start": [ 6 ], "text": [ "float cg_damping : 0.06" ] }
float cg_damping : 0.06
03a2cd1700874b04b2aecb24
Is this line of code associated with a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 56 ], "text": [ "" ] }
if it doesn't.
25764fd4f8f74c4c9c422715
Does this line of code make use of a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 7 ], "text": [ "double alive_bonus_offset : 0.09279" ] }
double alive_bonus_offset : 0.09279
bf966ab52cb048988685c9de
Is there a hyperparameter (hp) in this code line?
Hyperparameter-module
{ "answer_start": [ 7 ], "text": [ "double HP_delta_std : 0.07781" ] }
double HP_delta_std : 0.07781
2e14fc54878748978b524c13
Can a hyperparameter (hp) be found in this line of code?
Hyperparameter-module
{ "answer_start": [ 6 ], "text": [ "float learning_rate_var_HP : 0.07794" ] }
float learning_rate_var_HP : 0.07794
03a2cd1700874b04b2aecb24
Is this line of code associated with a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 4 ], "text": [ "int min_Val : 10" ] }
int min_Val : 10
28dd1ac954dc43d3a4a7696a
Is a hyperparameter (hp) present in this code line?
Hyperparameter-module
{ "answer_start": [ 92 ], "text": [ "" ] }
import org.datavec.api.transform.TransformProcess;
dd5c7e3dc97b4effb0c71fab
Are there any hyperparameters (hp) in this code line?
Hyperparameter-module
{ "answer_start": [ 43 ], "text": [ "" ] }
{
5eacecc5c0044356a6ced183
Does this code line include a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 114 ], "text": [ "" ] }
throw std::runtime_error(std::string("Send failure: ") + cl->error());
d5f39aa18a5a46a691ee797a
Are there any hyperparameters (hp) in this code line?
Hyperparameter-module
{ "answer_start": [ 104 ], "text": [ "" ] }
img = torch.rand((1, 1, 128, 128), dtype=torch.float32).cuda()
686e46f8af534926844d3109
Does this code line contains a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 50 ], "text": [ "" ] }
del mode
b6d3b6d4669f413b9fa67d7a
Are there any hyperparameters (hp) in this code line?
Hyperparameter-module
{ "answer_start": [ 125 ], "text": [ "" ] }
// item is circle thing on the floor that agent can interact with (see or eat, etc)
d6cff8ee05b4405cad9e68c5
Does this code line include a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 109 ], "text": [ "" ] }
# Update statistics for each observation separately for simplicity.
159f9343e4164d29ad97106f
Does this line of code define a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 4 ], "text": [ "int maxEpisodeLength = 9" ] }
int maxEpisodeLength = 9
c96244c847784f7abe693c9e
Does this code line include a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 4 ], "text": [ "int value_n_steps_per_epoch : 6" ] }
int value_n_steps_per_epoch : 6
458423a32fe84abbb3f77246
Does this line of code refer to a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 0 ], "text": [ "dfeature = 0.066307" ] }
dfeature = 0.066307
dcfa106cfd714298a7a72126
Does this line of code define a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 6 ], "text": [ "float learning_rate_var_HP = 0.07929" ] }
float learning_rate_var_HP = 0.07929
03a2cd1700874b04b2aecb24
Is this line of code associated with a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 0 ], "text": [ "lr_schedule = 0.01169" ] }
lr_schedule = 0.01169
61f112fee0cf4b2d87df4739
Does this line of code make use of a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 122 ], "text": [ "" ] }
This check is built into a method so that it can be easily mocked in unit tests.
854332fdea9c45fdab8ba2eb
Are there any hyperparameters (hp) in this code line?
Hyperparameter-module
{ "answer_start": [ 148 ], "text": [ "" ] }
System.out.println("Please provide proper file path for the IRIS data in place of: Path/to/Iris-data ");
cd32c5a2ea73435dbd320baf
Does this line of code make use of a hyperparameter (hp)?
Hyperparameter-module
{ "answer_start": [ 43 ], "text": [ "" ] }
}
0cdebd6d7ea849cf98af47d4
Does this line of code refer to a hyperparameter (hp)?
Hyperparameter-module