python_code stringlengths 0 4.04M | repo_name stringlengths 8 58 | file_path stringlengths 5 147 |
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# Copyright (c) OpenAI
#
# Licensed under the MIT License;
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://opensource.org/licenses/MIT
#
# This file is an extended version of
# https://github.com/openai/gym/blob/master/gym/envs/box2d/car_raci... | dcd-main | envs/box2d/car_racing.py |
# Copyright (c) OpenAI
#
# Licensed under the MIT License;
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://opensource.org/licenses/MIT
#
# This file is an extended version of
# https://github.com/openai/gym/blob/master/gym/envs/box2d/car_raci... | dcd-main | envs/box2d/car_racing_bezier.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from .formula1 import *
def get_track(name):
if isinstance(name, str):
return getattr(sys.modules[__name__], name, No... | dcd-main | envs/box2d/racetracks/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import sys
import pickle
import os
from .racetrack import RaceTrack
# ====== Racetracks ======
Belgium = RaceTrack(
n... | dcd-main | envs/box2d/racetracks/formula1.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
class RaceTrack(object):
def __init__(self,
name,
xy,
bounds,
full_zoom=0.12,
max_episode_s... | dcd-main | envs/box2d/racetracks/racetrack.py |
dcd-main | teachDeepRL/__init__.py | |
# Copyright (c) 2020 Flowers Team
#
# Licensed under the MIT License;
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://opensource.org/licenses/MIT
import numpy as np
import pickle
import copy
from teachDeepRL.teachers.algos.riac import RIAC
f... | dcd-main | teachDeepRL/teachers/teacher_controller.py |
dcd-main | teachDeepRL/teachers/__init__.py | |
# Copyright (c) 2020 Flowers Team
#
# Licensed under the MIT License;
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://opensource.org/licenses/MIT
def get_empty_env_ranges():
return {'roughness':None,
'stump_height':None,
... | dcd-main | teachDeepRL/teachers/utils/test_utils.py |
# Copyright (c) 2020 Flowers Team
#
# Licensed under the MIT License;
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://opensource.org/licenses/MIT
# Modified version of dataset from https://github.com/flowersteam/explauto
# Implements a buffe... | dcd-main | teachDeepRL/teachers/utils/dataset.py |
# Copyright (c) 2020 Flowers Team
#
# Licensed under the MIT License;
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://opensource.org/licenses/MIT
# Plotting functions
# WARNING ugly code, sorry
import matplotlib.patches as patches
from matp... | dcd-main | teachDeepRL/teachers/utils/plot_utils.py |
# Copyright (c) 2020 Flowers Team
#
# Licensed under the MIT License;
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://opensource.org/licenses/MIT
import numpy as np
from gym.spaces import Box
from collections import deque
import copy
from tr... | dcd-main | teachDeepRL/teachers/algos/riac.py |
# Copyright (c) 2020 Flowers Team
#
# Licensed under the MIT License;
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://opensource.org/licenses/MIT
from sklearn.mixture import GaussianMixture as GMM
import numpy as np
from gym.spaces import Bo... | dcd-main | teachDeepRL/teachers/algos/covar_gmm.py |
# Copyright (c) 2020 Flowers Team
#
# Licensed under the MIT License;
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://opensource.org/licenses/MIT
from sklearn.mixture import GaussianMixture as GMM
import numpy as np
from gym.spaces import Bo... | dcd-main | teachDeepRL/teachers/algos/alp_gmm.py |
dcd-main | teachDeepRL/teachers/algos/__init__.py | |
# Copyright (c) 2020 Flowers Team
#
# Licensed under the MIT License;
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://opensource.org/licenses/MIT
import numpy as np
from gym.spaces import Box
class RandomTeacher():
def __init__(self, mi... | dcd-main | teachDeepRL/teachers/algos/random_teacher.py |
# Copyright (c) 2020 Flowers Team
#
# Licensed under the MIT License;
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://opensource.org/licenses/MIT
import numpy as np
from gym.spaces import Box
from collections import deque
class OracleTeache... | dcd-main | teachDeepRL/teachers/algos/oracle_teacher.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
from setuptools import find_packages, setup
"""
Core library deps
Version requirements
* scipy<=1.9.2: Required by glmnet-python
* pandas<=1.4.3: 1.... | balance-main | setup.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
import balance
import balance.testutil
class Te... | balance-main | tests/test_logging.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
import balance.testutil
import numpy as np
from balance.datasets import load_data
class TestDatasets(
balance.testutil.BalanceTestCase,
):
... | balance-main | tests/test_datasets.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
from __future__ import absolute_import, division, print_function, unicode_literals
import balance.testutil
import numpy as np
import pandas as pd
im... | balance-main | tests/test_cbps.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
from __future__ import absolute_import, division, print_function, unicode_literals
import tempfile
from copy import deepcopy
import balance.testuti... | balance-main | tests/test_sample.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
from __future__ import absolute_import, division, print_function, unicode_literals
import random
import balance
import balance.testutil
import num... | balance-main | tests/test_adjustment.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
from __future__ import absolute_import, division, print_function, unicode_literals
import balance.testutil
import pandas as pd
from balance.sample_c... | balance-main | tests/test_adjust_null.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
from __future__ import absolute_import, division, print_function, unicode_literals
import tempfile
from copy import deepcopy
import IPython.display... | balance-main | tests/test_balancedf.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
from copy import deepcopy
import balance.testutil
import numpy as np
import numpy.testing
import pandas as pd
# TODO: remove the use of balance_uti... | balance-main | tests/test_util.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
import logging
import sys
import balance.testutil
import numpy as np
import pandas as pd
class TestTestUtil(
balance.testutil.BalanceTestCase,... | balance-main | tests/test_testutil.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
from __future__ import absolute_import, division, print_function, unicode_literals
from unittest.mock import patch
import balance.testutil
import g... | balance-main | tests/test_ipw.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
from __future__ import absolute_import, division, print_function, unicode_literals
import balance.testutil
import matplotlib
import matplotlib.pyplo... | balance-main | tests/test_weighted_comparisons_plots.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
from __future__ import absolute_import, division, print_function, unicode_literals
import balance.testutil
import numpy as np
import pandas as pd
f... | balance-main | tests/test_rake.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
import os.path
import tempfile
import balance.testutil
import numpy as np
import pandas as pd
from balance.cli import _float_or_none, BalanceCLI, m... | balance-main | tests/test_cli.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
import balance.testutil
import numpy as np
import pandas as pd
class TestBalance_weights_stats(
balance.testutil.BalanceTestCase,
):
def te... | balance-main | tests/test_stats_and_plots.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
from __future__ import absolute_import, division, print_function, unicode_literals
import balance.testutil
import numpy as np
import pandas as pd
fr... | balance-main | tests/test_poststratify.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
import logging
from typing import Dict, List, Literal, Optional, Tuple, Union
import numpy as np
import pandas as pd
import plotly.graph_objs as go
f... | balance-main | balance/balancedf_class.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
import collections.abc
import copy
import logging
import tempfile
import uuid
import warnings
from functools import reduce
from itertools import comb... | balance-main | balance/util.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
import logging
from typing import Optional
from balance.balancedf_class import ( # noqa
BalanceCovarsDF, # noqa
BalanceOutcomesDF, # noqa... | balance-main | balance/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
from __future__ import annotations
import collections
import inspect
import logging
from copy import deepcopy
from typing import Callable, Dict, List... | balance-main | balance/sample_class.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
from __future__ import absolute_import, division, print_function, unicode_literals
import inspect
import logging
from argparse import ArgumentParser... | balance-main | balance/cli.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
import io
import re
import sys
import unittest
from contextlib import contextmanager
from typing import Any, Union
import numpy as np
import pandas ... | balance-main | balance/testutil.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
# LICENSE file in the root directory of this source tree.
from pathlib import Path
from typing import AnyStr, IO, Union
FilePathOrBuffer = Union[str... | balance-main | balance/typing.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
from typing import Callable, Dict, List, Literal, ... | balance-main | balance/adjustment.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
import pathlib
from typing import Literal, Optional, Tuple
import numpy as np
import pandas as pd
# TODO: move the functions from datasets/__init__.... | balance-main | balance/datasets/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
from typing import Optional
import pandas as pd
def relative_response_rates(
df: pd.DataFrame,
df_target: Optional[pd.DataFrame] = None,
... | balance-main | balance/stats_and_plots/general_stats.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
from __future__ import absolute_import, division, print_function, unicode_literals
import collections
import logging
import re
from typing import Lis... | balance-main | balance/stats_and_plots/weighted_comparisons_stats.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
import random
from typing import Dict, List, Lite... | balance-main | balance/stats_and_plots/weighted_comparisons_plots.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
| balance-main | balance/stats_and_plots/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
from typing import List, Literal, Optional, Tuple, ... | balance-main | balance/stats_and_plots/weighted_stats.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
from typing import Any, Dict, List, Tuple, Union
i... | balance-main | balance/stats_and_plots/weights_stats.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
from typing import Any, cast, Dict, List, Optional... | balance-main | balance/weighting_methods/cbps.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
from typing import Dict, Union
import pandas as pd... | balance-main | balance/weighting_methods/adjust_null.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
from typing import Dict, List, Optional, Union
imp... | balance-main | balance/weighting_methods/poststratify.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
| balance-main | balance/weighting_methods/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
import math
from fractions import Fraction
from f... | balance-main | balance/weighting_methods/rake.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
from contextlib import contextmanager
from typing ... | balance-main | balance/weighting_methods/ipw.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2.
import os
import sys
# Configuration file for the Sphinx documentation builder.
#
# For the full list of built-in configuration values, see the docum... | balance-main | sphinx/conf.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
import pickle
from fig_1 import *
def evaluate_function_in_polytope():
# Generate projection matrix
np.random.seed(3)... | alebo-main | figs/fig_S4.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
import numpy as np
from fig_1 import *
def hesbo_branin(X, mode):
# In 2-D, HESBO has 3 possible embeddings:
# Full r... | alebo-main | figs/fig_S1.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
from matplotlib import pyplot as plt
from matplotlib.lines import Line2D
from matplotlib import rc
import matplotlib
rc('font', ... | alebo-main | figs/plot_config.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
import numpy as np
import pickle
from plot_config import *
def make_fig_S5():
with open('data/fig4_sim_output.pckl', 'rb'... | alebo-main | figs/fig_S5.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
import pickle
import time
import torch
import numpy as np
import cvxpy as cp # 1.0.25
from plot_config import *
def gen_A_re... | alebo-main | figs/fig_4.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
import json
import numpy as np
from ax.storage.json_store.decoder import object_from_json
from plot_config_nr import *
def m... | alebo-main | figs/fig_5.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
import json
import numpy as np
from ax.storage.json_store.decoder import object_from_json
def table_S1_data():
with open(... | alebo-main | figs/table_S1.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
import numpy as np
from ax.utils.measurement.synthetic_functions import branin, hartmann6
from plot_config import *
def bran... | alebo-main | figs/fig_1.py |
import json
import numpy as np
from ax.storage.json_store.decoder import object_from_json
from plot_config import *
def make_nasbench_figure():
with open('../benchmarks/results/nasbench_aggregated_results.json', 'r') as fin:
res = object_from_json(json.load(fin))
# A map from method idx in plot_met... | alebo-main | figs/fig_6.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
import json
import numpy as np
from ax.storage.json_store.decoder import object_from_json
from plot_config import *
def extr... | alebo-main | figs/fig_S8.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
import numpy as np
from plot_config import *
def make_fig_2():
# Run the simulation
np.random.seed(1)
Ds = [20, ... | alebo-main | figs/fig_2.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
import os
os.environ['OPENBLAS_NUM_THREADS'] = '1'
os.environ['OMP_NUM_THREADS'] = '1'
import time
import numpy as np
import to... | alebo-main | figs/fig_3.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
from fig_S8 import *
def make_fig_S9():
ys1, ys2 = extract_sensitivity_results()
d_es = [2, 3, 4, 5, 6, 7, 8]
mus... | alebo-main | figs/fig_S9.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
import json
import numpy as np
from ax.storage.json_store.decoder import object_from_json
from plot_config import *
def extr... | alebo-main | figs/fig_S10.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
import numpy as np
import pickle
from plot_config import *
def make_fig_S2():
# Load in simulation results
with open(... | alebo-main | figs/fig_S2.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
from fig_4 import *
def run_simulation():
t1 = time.time()
nsamp = 1000
res = {'unitsphere': {}}
for D in [50,... | alebo-main | figs/fig_S6.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
import json
import numpy as np
from ax.storage.json_store.decoder import object_from_json
from plot_config import *
def make... | alebo-main | figs/fig_S7.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
from math import pi
from fig_3 import *
def compute_ll(f, var, test_Y):
return -0.5 * (torch.log(2 * pi * var) + ((test_Y... | alebo-main | figs/fig_S3.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
"""
Run NASBench benchmarks
"""
import os
os.environ['OPENBLAS_NUM_THREADS'] = '1'
os.environ['OMP_NUM_THREADS'] = '1'
import j... | alebo-main | benchmarks/run_nasbench.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
from typing import Any, Callable, Dict, List, MutableMapping, Optional, Tuple, Union
from ax.models.torch.botorch_defaults impo... | alebo-main | benchmarks/ablation_models.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
"""
Run benchmarks for CMAES.
Requires installing cma from pip. The experiments here used version 2.7.0.
"""
import os
os.envir... | alebo-main | benchmarks/run_cmaes_benchmarks.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
"""
Run benchmarks for SMAC.
Requires installing smac from pip. The experiments here used version 2.7.0.
"""
import os
os.envir... | alebo-main | benchmarks/run_smac_benchmarks.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
"""
Run benchmarks for TuRBO.
Requires installing turbo from https://github.com/uber-research/TuRBO.
The experiments here used... | alebo-main | benchmarks/run_turbo_benchmarks.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
"""
Compile all of the benchmark results from the different methods (potentially
run in a distributed fashion) into a single Ben... | alebo-main | benchmarks/compile_benchmark_results.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
import json
import numpy as np
from scipy.stats import special_ortho_group
from typing import List, Optional
from ax.benchmark.... | alebo-main | benchmarks/benchmark_problems.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
"""
Run benchmarks for Add-GP-UCB.
Requires installing dragonfly-opt from pip. The experiments here used version
0.1.4.
"""
imp... | alebo-main | benchmarks/run_addgpucb_benchmarks.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
"""
Run benchmarks for LineBO on the Hartmann6 100 problem.
These benchmarks are run using the benchmarking suite contained in ... | alebo-main | benchmarks/run_linebo_benchmarks.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
"""
Run benchmarks for: ALEBO, REMBO, HeSBO, and Sobol.
"""
import os
os.environ['OPENBLAS_NUM_THREADS'] = '1'
os.environ['OMP_N... | alebo-main | benchmarks/run_ax_benchmarks.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
"""
Run benchmarks for Ensemble BO.
A few steps are required to use EBO:
(1) git clone https://github.com/zi-w/Ensemble-Bayesi... | alebo-main | benchmarks/run_ebo_benchmarks.py |
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
# This source code is licensed under the license found in the LICENSE file in the root directory of this source tree.
"""
Requires nasbench==1.0 from https://github.com/google-research/nasbench
Also requires dataset nasbench_only108.tfrecord to b... | alebo-main | benchmarks/nasbench_evaluation.py |
import os
import cv2
import json
from tqdm import tqdm
import numpy as np
import argparse
import glob
from src.common.utils.preprocessing import load_skeleton
from src.common.utils.vis import vis_keypoints
from src.common.utils.transforms import world2pixel
def visualize_pose_on_frame(frame_path, camera_name, joints... | assemblyhands-toolkit-main | visualization/visualizer.py |
from src.main.config import base_cfg as cfg | assemblyhands-toolkit-main | src/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
import numpy as np
import torch
import torch.utils.data
import cv2
import os
import os.path as osp
import random
from cop... | assemblyhands-toolkit-main | src/dataset/AssemblyHands-Ego/dataset.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
# --------------------------------------------------------
# Fast R-CNN
# Copyright (c) 2015 Microsoft
# Licensed under Th... | assemblyhands-toolkit-main | src/common/timer.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
import logging
import os
OK = "\033[92m"
WARNING = "\033[93m"
FAIL = "\033[91m"
END = "\033[0m"
PINK = "\033[95m"
BLUE ... | assemblyhands-toolkit-main | src/common/logger.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
import os
import os.path as osp
import math
import time
import glob
import abc
from torch.utils.data import DataLoader
im... | assemblyhands-toolkit-main | src/common/base.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
import torch
import numpy as np
from scipy import linalg
def cam2pixel(cam_coord, f, c):
x = cam_coord[:, 0] / (cam_... | assemblyhands-toolkit-main | src/common/utils/transforms.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
import os
import sys
def make_folder(folder_name):
if not os.path.exists(folder_name):
os.makedirs(folder_na... | assemblyhands-toolkit-main | src/common/utils/dir.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
import os
import os.path as osp
import cv2
import numpy as np
import matplotlib
# matplotlib.use('tkagg')
from mpl_toolki... | assemblyhands-toolkit-main | src/common/utils/vis.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
import os
import cv2
import numpy as np
from PIL import Image
from src import cfg
from src.common.utils.transforms import... | assemblyhands-toolkit-main | src/common/utils/preprocessing.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
import torch
import torch.nn as nn
from torch.nn import functional as F
import numpy as np
from src import cfg
import mat... | assemblyhands-toolkit-main | src/common/nets/loss.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
import os
import os.path as osp
from src import cfg
import torch
import torch.nn as nn
from torchvision.models.resnet imp... | assemblyhands-toolkit-main | src/common/nets/resnet.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
import torch
import torch.nn as nn
import torch.nn.functional as F
from torch.nn.parameter import Parameter
from torch.nn... | assemblyhands-toolkit-main | src/common/nets/layer.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
import torch
import torch.nn as nn
from torch.nn import functional as F
from src import cfg
from src.common.nets.layer im... | assemblyhands-toolkit-main | src/common/nets/module.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
import os
import os.path as osp
import numpy as np
from src.common.utils.dir import add_pypath, make_folder
class BaseC... | assemblyhands-toolkit-main | src/main/config.py |
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