code stringlengths 114 1.05M | path stringlengths 3 312 | quality_prob float64 0.5 0.99 | learning_prob float64 0.2 1 | filename stringlengths 3 168 | kind stringclasses 1
value |
|---|---|---|---|---|---|
__doc__ = """
SCons compatibility package for old Python versions
This subpackage holds modules that provide backwards-compatible
implementations of various things that we'd like to use in SCons but which
only show up in later versions of Python than the early, old version(s)
we still support.
Other code will not ge... | /sc0ns-2.2.0-1.zip/sc0ns-2.2.0-1/SCons/compat/__init__.py | 0.557002 | 0.346237 | __init__.py | pypi |
__revision__ = "src/engine/SCons/Scanner/Dir.py issue-2856:2676:d23b7a2f45e8 2012/08/05 15:38:28 garyo"
import SCons.Node.FS
import SCons.Scanner
def only_dirs(nodes):
is_Dir = lambda n: isinstance(n.disambiguate(), SCons.Node.FS.Dir)
return list(filter(is_Dir, nodes))
def DirScanner(**kw):
"""Return a ... | /sc0ns-2.2.0-1.zip/sc0ns-2.2.0-1/SCons/Scanner/Dir.py | 0.607314 | 0.182845 | Dir.py | pypi |
# $Id: sc14n.py $
# $Date: 2019-12-28 20:53:00 $
# ************************** LICENSE *****************************************
# Copyright (C) 2017-19 David Ireland, DI Management Services Pty Limited.
# <www.di-mgt.com.au> <www.cryptosys.net>
# This code is provided 'as-is' without any express or implied warranty.
#... | /sc14npy-2.1.1.zip/sc14npy-2.1.1/sc14n.py | 0.749546 | 0.195249 | sc14n.py | pypi |
from typing import Tuple, Set, FrozenSet, Sequence, Generator
from copy import deepcopy
import itertools
from .position import Point2, Size, Rect
from .pixel_map import PixelMap
from .player import Player
from typing import List, Dict, Set, Tuple, Any, Optional, Union # mypy type checking
class Ramp:
def __init... | /sc2_X-1.0.4-py3-none-any.whl/sc2_X/game_info.py | 0.850469 | 0.373019 | game_info.py | pypi |
import enum
from s2clientprotocol import (
sc2_Xapi_pb2 as sc_pb,
raw_pb2 as raw_pb,
data_pb2 as data_pb,
common_pb2 as common_pb,
error_pb2 as error_pb
)
from typing import List, Dict, Set, Tuple, Any, Optional, Union # mypy type checking
from .ids.unit_typeid import UnitTypeId
from .ids.ability_i... | /sc2_X-1.0.4-py3-none-any.whl/sc2_X/data.py | 0.6137 | 0.222172 | data.py | pypi |
import random
from .unit import Unit
from .ids.unit_typeid import UnitTypeId
from .position import Point2, Point3
from typing import List, Dict, Set, Tuple, Any, Optional, Union # mypy type checking
class Units(list):
"""A collection for units. Makes it easy to select units by selectors."""
@classmethod
d... | /sc2_X-1.0.4-py3-none-any.whl/sc2_X/units.py | 0.900218 | 0.565359 | units.py | pypi |
from .data import PlayerType, Race, Difficulty
from .bot_ai import BotAI
class AbstractPlayer(object):
def __init__(self, type, race=None, difficulty=None):
assert isinstance(type, PlayerType)
if type == PlayerType.Computer:
assert isinstance(difficulty, Difficulty)
elif type ... | /sc2_X-1.0.4-py3-none-any.whl/sc2_X/player.py | 0.756358 | 0.359392 | player.py | pypi |
from functools import lru_cache, reduce
from typing import List, Dict, Set, Tuple, Any, Optional, Union # mypy type checking
from .data import Attribute, Race
from .unit_command import UnitCommand
from .ids.unit_typeid import UnitTypeId
from .ids.ability_id import AbilityId
from .constants import ZERGLING
FREE_MORP... | /sc2_X-1.0.4-py3-none-any.whl/sc2_X/game_data.py | 0.851119 | 0.399402 | game_data.py | pypi |
from s2clientprotocol import (
sc2_Xapi_pb2 as sc_pb,
common_pb2 as common_pb,
query_pb2 as query_pb,
debug_pb2 as debug_pb,
raw_pb2 as raw_pb,
)
import logging
from sc2_X.ids.ability_id import AbilityId
from sc2_X.ids.unit_typeid import UnitTypeId
logger = logging.getLogger(__name__)
from .cach... | /sc2_X-1.0.4-py3-none-any.whl/sc2_X/client.py | 0.73173 | 0.248249 | client.py | pypi |
from s2clientprotocol import sc2_Xapi_pb2 as sc_pb, raw_pb2 as raw_pb
from sc2_X.ids.buff_id import BuffId
from .position import Point2, Point3
from .data import Alliance, Attribute, DisplayType, warpgate_abilities, TargetType, Race, CloakState
from .game_data import GameData
from .ids.unit_typeid import UnitTypeId
fr... | /sc2_X-1.0.4-py3-none-any.whl/sc2_X/unit.py | 0.895762 | 0.511961 | unit.py | pypi |
from typing import Callable, Set, FrozenSet, List
from .position import Point2
class PixelMap(object):
def __init__(self, proto):
self._proto = proto
assert self.bits_per_pixel % 8 == 0, "Unsupported pixel density"
assert self.width * self.height * self.bits_per_pixel / 8 == len(self._prot... | /sc2_X-1.0.4-py3-none-any.whl/sc2_X/pixel_map.py | 0.735452 | 0.505615 | pixel_map.py | pypi |
class ScoreDetails(object):
""" Accessable in self.state.score during step function
For more information, see https://github.com/Blizzard/s2client-proto/blob/master/s2clientprotocol/score.proto
"""
def __init__(self, proto):
self._data = proto
self._proto = proto.score_details
@prop... | /sc2_X-1.0.4-py3-none-any.whl/sc2_X/score.py | 0.831143 | 0.30461 | score.py | pypi |
EXAMPLE_SYNTHETIC_REPLAYPACKS = [
(
"2022_TestReplaypack",
"https://github.com/Kaszanas/SC2EGSet_Dataset/raw/main/tests/test_files/2022_TestReplaypack.zip", # noqa
)
]
EXAMPLE_REAL_REPLAYPACKS = [
(
"2016_IEM_10_Taipei",
"https://zenodo.org/record/6903505/files/2016_IEM_10_... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/available_replaypacks.py | 0.537041 | 0.492859 | available_replaypacks.py | pypi |
from typing import Any, Dict
from sc2_datasets.replay_parser.toon_player_desc_map.color import Color
class ToonPlayerInfo:
"""
Specifies ToonPlayerInfo class representation
:param nickname: Specifies player name in the game
:type nickname: str
:param playerID: Specifies player id number in the ... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/replay_parser/toon_player_desc_map/toon_player_info.py | 0.933381 | 0.655477 | toon_player_info.py | pypi |
from typing import Any, Dict
from sc2_datasets.replay_parser.init_data.game_description import GameDescription
class InitData:
"""
Data type containing some "init data" information about StarCraft II game.
:param gameDescription: Specifies the object that contains list
of parameters which are descr... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/replay_parser/init_data/init_data.py | 0.84228 | 0.447823 | init_data.py | pypi |
from typing import Any, Dict
from sc2_datasets.replay_parser.init_data.game_options import GameOptions
class GameDescription:
"""
GameDescription specifies an information about some basic parameters
of a StarCraft II replay.
:param gameOptions: Specifies options in the game,\
for example you can... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/replay_parser/init_data/game_description.py | 0.847385 | 0.583915 | game_description.py | pypi |
from typing import Any, Dict
class GameOptions:
"""
GameOptions represents the replay game options
:param advancedSharedControl: Specifies if advanced shared control is enabled
:type advancedSharedControl: bool
:param amm: Specifies if AMM (AutoMM - Automated Match Making) is enabled
:type am... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/replay_parser/init_data/game_options.py | 0.902045 | 0.569015 | game_options.py | pypi |
from typing import Dict
from sc2_datasets.replay_parser.tracker_events.events.player_setup import PlayerSetup
from sc2_datasets.replay_parser.tracker_events.events.player_stats.player_stats import (
PlayerStats,
)
from sc2_datasets.replay_parser.tracker_events.events.unit_born import UnitBorn
from sc2_datasets.re... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/replay_parser/tracker_events/tracker_events_parser.py | 0.819893 | 0.327158 | tracker_events_parser.py | pypi |
from typing import Dict
from sc2_datasets.replay_parser.tracker_events.tracker_event import TrackerEvent
class UnitBorn(TrackerEvent):
"""
UnitBorn is containing some "details" information about unit
at the moment of it has appeared in the game
:param controlPlayerId: Specifies the information abou... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/replay_parser/tracker_events/events/unit_born.py | 0.924764 | 0.506836 | unit_born.py | pypi |
from typing import Dict
from sc2_datasets.replay_parser.tracker_events.tracker_event import TrackerEvent
class UnitDied(TrackerEvent):
"""
UnitDied is containing some "details" information about unit
at the moment of it has died in the game
:param id: Specifies the ID of an event which corresponds ... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/replay_parser/tracker_events/events/unit_died.py | 0.9399 | 0.55263 | unit_died.py | pypi |
from typing import Dict
from sc2_datasets.replay_parser.tracker_events.tracker_event import TrackerEvent
class UnitOwnerChange(TrackerEvent):
"""
UnitOwnerChange holds some detail information about how the unit position
was changing during the game.
:param controlPlayerId: Specifies the information... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/replay_parser/tracker_events/events/unit_owner_change.py | 0.906151 | 0.558327 | unit_owner_change.py | pypi |
from typing import Dict
from sc2_datasets.replay_parser.tracker_events.tracker_event import TrackerEvent
class UnitInit(TrackerEvent):
"""
UnitInit holds information about initializing object in the game
:param controlPlayerId: Specifies the information about player id who made\
the unit in the gam... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/replay_parser/tracker_events/events/unit_init.py | 0.9339 | 0.511717 | unit_init.py | pypi |
from typing import Dict
from sc2_datasets.replay_parser.tracker_events.tracker_event import TrackerEvent
class Stats(TrackerEvent):
"""
Stats holds specific fields on the economy of a player and is used in PlayerStats event.
:param foodMade: Specifies the amount of supply that a player created.\
Thi... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/replay_parser/tracker_events/events/player_stats/stats.py | 0.781997 | 0.592991 | stats.py | pypi |
from typing import Any, Dict
class Header:
"""
Header represents the replay header parameters representation.
:param elapsedGameLoops: Specifies how much game loops (game-engine ticks) the game lasted.
:type elapsedGameLoops: int
:param version: Specifies the game version that players have used t... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/replay_parser/header/header.py | 0.953805 | 0.702109 | header.py | pypi |
from typing import Dict
from sc2_datasets.replay_parser.game_events.events.camera_save import CameraSave
from sc2_datasets.replay_parser.game_events.events.camera_update import CameraUpdate
from sc2_datasets.replay_parser.game_events.events.cmd import Cmd
from sc2_datasets.replay_parser.game_events.events.cmd_update_t... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/replay_parser/game_events/game_events_parser.py | 0.817756 | 0.249299 | game_events_parser.py | pypi |
from typing import Dict
from sc2_datasets.replay_parser.game_events.game_event import GameEvent
class ControlGroupUpdate(GameEvent):
"""
ControlGroupUpdate is containing some "details" information about
updates and changes player's control groups in the game.
:param controlGroupIndex: Highly likely ... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/replay_parser/game_events/events/control_group_update.py | 0.899262 | 0.475544 | control_group_update.py | pypi |
from types import NoneType
from typing import Dict
from sc2_datasets.replay_parser.game_events.game_event import GameEvent
from sc2_datasets.replay_parser.game_events.events.nested.target_2d import Target2D
class CameraUpdate(GameEvent):
"""
CameraUpdate represents the replay information
about updated ca... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/replay_parser/game_events/events/camera_update.py | 0.92948 | 0.592224 | camera_update.py | pypi |
from typing import Dict
from sc2_datasets.replay_parser.game_events.game_event import GameEvent
class UserOptions(GameEvent):
"""
UserOptions is containing some "details" information about player's settings,
profiles, configuration in the game.
:param baseBuildNum: Specifies a unique version number ... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/replay_parser/game_events/events/user_options.py | 0.881283 | 0.530297 | user_options.py | pypi |
from typing import Dict
from sc2_datasets.replay_parser.game_events.game_event import GameEvent
from sc2_datasets.replay_parser.game_events.events.nested.target_2d import Target2D
class CameraSave(GameEvent):
"""
CameraSave represents the replay information about saved camera in the game.
:param id: Hig... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/replay_parser/game_events/events/camera_save.py | 0.900207 | 0.518912 | camera_save.py | pypi |
from types import NoneType
from typing import Dict
from sc2_datasets.replay_parser.game_events.game_event import GameEvent
# TODO: Can the sequence be an int here?
# Should this be encoded somehow if there is a NoneType detected?
class Cmd(GameEvent):
"""
Cmd is containing some "details" information about ... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/replay_parser/game_events/events/cmd.py | 0.603114 | 0.478407 | cmd.py | pypi |
from types import NoneType
from typing import Dict, List
from sc2_datasets.replay_parser.game_events.game_event import GameEvent
class AddSubgroups(GameEvent):
"""
AddSubgroups is a data type holding information about some subgroup change.
We were not able to resolve its specific meaning.
:param co... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/replay_parser/game_events/events/nested/delta.py | 0.912993 | 0.394405 | delta.py | pypi |
from typing import Any, Dict
class Details:
"""
Data type containing some "details" information about an StarCraft II game.
:param gameSpeed: Game speed setting as set in the game options.\
Can be one of "slower", "slow", "normal", "fast", or "faster".\
Typically competitive or ranked games are p... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/replay_parser/details/details.py | 0.927523 | 0.531696 | details.py | pypi |
from typing import Dict
from sc2_datasets.replay_parser.message_events.message_event import MessageEvent
class Chat(MessageEvent):
"""
Chat holds information about messages between players during the game
:param id: Specifies id of the chat event
:type id: int
:param loop: Specifies game loop n... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/replay_parser/message_events/events/chat.py | 0.896179 | 0.527682 | chat.py | pypi |
from typing import Dict, List
import numpy as np
# pylama:ignore=E501
from sc2_datasets.replay_parser.tracker_events.events.player_stats.player_stats import (
PlayerStats,
)
from sc2_datasets.replay_data.sc2_replay_data import SC2ReplayData
def filter_player_stats(
sc2_replay: SC2ReplayData,
) -> Dict[str, ... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/transforms/utils.py | 0.81626 | 0.627495 | utils.py | pypi |
from typing import Dict
import pandas as pd
from sc2_datasets.replay_data.sc2_replay_data import SC2ReplayData
from sc2_datasets.transforms.pandas.player_stats_to_dict import (
playerstats_average_to_dict,
)
from sc2_datasets.transforms.utils import select_apm_1v1, select_outcome_1v1
# REVIEW: Verify this:
def... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/transforms/pandas/avg_playerstats_pd_dict.py | 0.903503 | 0.547041 | avg_playerstats_pd_dict.py | pypi |
from typing import Any, List, Dict
import pandas as pd
from sc2_datasets.replay_data.sc2_replay_data import SC2ReplayData
from sc2_datasets.transforms.utils import filter_player_stats
# TODO: Document this:
# TODO: Consider renaming:
# REVIEW: Verify this code!
def playerstats_average_to_dict(sc2_replay: SC2Replay... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/transforms/pandas/player_stats_to_dict.py | 0.580471 | 0.68052 | player_stats_to_dict.py | pypi |
from typing import Any, Callable, Dict, List, Set, Tuple
from torch.utils.data import Dataset
from sc2_datasets.torch.datasets.sc2_replaypack_dataset import SC2ReplaypackDataset
from sc2_datasets.replay_data.sc2_replay_data import SC2ReplayData
class SC2Dataset(Dataset):
"""
Inherits from PyTorch Dataset an... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/torch/datasets/sc2_dataset.py | 0.839175 | 0.525673 | sc2_dataset.py | pypi |
from pathlib import Path
from typing import List, Set, Tuple
from concurrent.futures import ProcessPoolExecutor
from tqdm import tqdm
import math
from sc2_datasets.validators.validate_chunk import validate_chunk
from sc2_datasets.validators.validator_utils import (
read_validation_file,
save_validation_file,... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/validators/multiprocess_validator.py | 0.806434 | 0.636925 | multiprocess_validator.py | pypi |
import logging
from pathlib import Path
from typing import Set, Tuple
import json
# TODO: consider splitting file creation out from this method
def read_validation_file(
path: Path,
) -> Tuple[Set[str], Set[str]]:
"""
Attempts to read the validation file from a specified path
:param path: Specifies ... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/validators/validator_utils.py | 0.552057 | 0.532425 | validator_utils.py | pypi |
from pathlib import Path
from typing import List, Set, Tuple
from sc2_datasets.validators.validate_chunk import validate_chunk
from sc2_datasets.validators.validator_utils import (
read_validation_file,
save_validation_file,
)
# REVIEW: This function:
# TODO: Add temporary files to be used as a validator fil... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/validators/singleprocess_validator.py | 0.630571 | 0.68615 | singleprocess_validator.py | pypi |
import json
import os
from sc2_datasets.utils.zip_utils import unpack_zipfile
from typing import Dict, Tuple
def load_replaypack_information(
replaypack_name: str,
replaypack_path: str,
unpack_n_workers: int,
) -> Tuple[str, Dict[str, str], Dict[str, str]]:
"""
Helper function that loads replayp... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/utils/dataset_utils.py | 0.812793 | 0.228404 | dataset_utils.py | pypi |
import os
import requests
from sc2_datasets.utils.zip_utils import unpack_zipfile
# REVIEW: This was changed, needs review:
def download_replaypack(
destination_dir: str, replaypack_name: str, replaypack_url: str
) -> str:
"""
Exposes logic for downloading a single StarCraft II replaypack from an url.
... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/utils/download_utils.py | 0.844922 | 0.276349 | download_utils.py | pypi |
import logging
import os
import zipfile
import math
from concurrent.futures import ProcessPoolExecutor
from typing import List
from tqdm import tqdm
# REVIEW: Check this:
def unpack_chunk(zip_path: str, filenames: List[str], path_to_extract: str):
"""
Helper function for unpacking a chunk of files from an a... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/utils/zip_utils.py | 0.809916 | 0.482429 | zip_utils.py | pypi |
from typing import Callable, List, Tuple
from sc2_datasets.available_replaypacks import SC2EGSET_DATASET_REPLAYPACKS
from sc2_datasets.lightning.datamodules.sc2_datamodule import SC2DataModule
class SC2EGSetDataModule(SC2DataModule):
"""
Defines a LightningDataModule abstraction for the
SC2EGSet: StarCr... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/lightning/sc2_egset_datamodule.py | 0.913 | 0.514095 | sc2_egset_datamodule.py | pypi |
from typing import Callable, Optional
import pytorch_lightning as pl
from torch.utils.data import random_split
from torch.utils.data.dataloader import DataLoader
from sc2_datasets.torch.datasets.sc2_replaypack_dataset import SC2ReplaypackDataset
class SC2ReplaypackDataModule(pl.LightningDataModule):
"""
Def... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/lightning/datamodules/sc2_replaypack_datamodule.py | 0.928571 | 0.515315 | sc2_replaypack_datamodule.py | pypi |
from typing import Callable, List, Optional, Tuple
import pytorch_lightning as pl
from torch.utils.data import random_split
from torch.utils.data.dataloader import DataLoader
from sc2_datasets.torch.datasets.sc2_dataset import SC2Dataset
class SC2DataModule(pl.LightningDataModule):
"""
Defines a LightningDa... | /sc2_datasets-1.0.2-py3-none-any.whl/sc2_datasets/lightning/datamodules/sc2_datamodule.py | 0.936241 | 0.643931 | sc2_datamodule.py | pypi |
from collections import deque
from typing import Any, Dict, FrozenSet, Generator, List, Optional, Sequence, Set, Tuple, Union
from .pixel_map import PixelMap
from .player import Player
from .position import Point2, Rect, Size
class Ramp:
def __init__(self, points: Set[Point2], game_info: "GameInfo"):
sel... | /sc2-env-0.11.1.2.tar.gz/sc2-env-0.11.1.2/sc2Env/game_info.py | 0.822759 | 0.427755 | game_info.py | pypi |
import enum
from s2clientprotocol import (
sc2api_pb2 as sc_pb,
raw_pb2 as raw_pb,
data_pb2 as data_pb,
common_pb2 as common_pb,
error_pb2 as error_pb
)
from typing import List, Dict, Set, Tuple, Any, Optional, Union # mypy type checking
from .ids.unit_typeid import UnitTypeId
from .ids.ability_id ... | /sc2-env-0.11.1.2.tar.gz/sc2-env-0.11.1.2/sc2Env/data.py | 0.617628 | 0.21892 | data.py | pypi |
import random
from .unit import Unit
from .ids.unit_typeid import UnitTypeId
from .position import Point2, Point3
from typing import List, Dict, Set, Tuple, Any, Optional, Union # mypy type checking
class Units(list):
"""A collection for units. Makes it easy to select units by selectors."""
@classmethod
... | /sc2-env-0.11.1.2.tar.gz/sc2-env-0.11.1.2/sc2Env/units.py | 0.851429 | 0.448245 | units.py | pypi |
from .data import PlayerType, Race, Difficulty
from .bot_ai import BotAI
class AbstractPlayer:
def __init__(self, p_type, race=None, name=None, difficulty=None):
assert isinstance(p_type, PlayerType)
assert name is None or isinstance(name, str)
self.name = name
if p_type == Player... | /sc2-env-0.11.1.2.tar.gz/sc2-env-0.11.1.2/sc2Env/player.py | 0.717804 | 0.332351 | player.py | pypi |
from bisect import bisect_left
from functools import lru_cache, reduce
from typing import List, Dict, Set, Tuple, Any, Optional, Union # mypy type checking
from .data import Attribute, Race
from .unit_command import UnitCommand
from .ids.unit_typeid import UnitTypeId
from .ids.ability_id import AbilityId
from .const... | /sc2-env-0.11.1.2.tar.gz/sc2-env-0.11.1.2/sc2Env/game_data.py | 0.895981 | 0.450239 | game_data.py | pypi |
from typing import Any, Dict, List, Optional, Set, Tuple, Union # mypy type checking
from sc2.ids.buff_id import BuffId
from .cache import property_mutable_cache, property_immutable_cache
from . import unit_command
from .data import Alliance, Attribute, CloakState, DisplayType, Race, TargetType, warpgate_abilities
f... | /sc2-env-0.11.1.2.tar.gz/sc2-env-0.11.1.2/sc2Env/unit.py | 0.874788 | 0.275973 | unit.py | pypi |
from typing import Callable, Set, FrozenSet, List
from .position import Point2
class PixelMap:
def __init__(self, proto):
self._proto = proto
assert self.bits_per_pixel % 8 == 0, "Unsupported pixel density"
assert self.width * self.height * self.bits_per_pixel / 8 == len(self._proto.data)... | /sc2-env-0.11.1.2.tar.gz/sc2-env-0.11.1.2/sc2Env/pixel_map.py | 0.793066 | 0.513668 | pixel_map.py | pypi |
import logging
from select import select
from gym.spaces import Space
from .bot_ai import BotAI
logger = logging.getLogger(__name__)
class Sc2Bot(BotAI):
def __init__(self, runner_pipe, initializer, observer, actuator):
'''
Sc2 bot launched in an other thread by Sc2Env.
params:
... | /sc2-env-0.11.1.2.tar.gz/sc2-env-0.11.1.2/sc2Env/Sc2Bot.py | 0.802865 | 0.333354 | Sc2Bot.py | pypi |
import datetime
from s2clientprotocol import (
score_pb2 as score_pb,
)
from sc2.position import Point2
class Renderer(object):
def __init__(self, client, map_size, minimap_size) -> None:
self._client = client
self._window = None
self._map_size = map_size
self._map_image = ... | /sc2-env-0.11.1.2.tar.gz/sc2-env-0.11.1.2/sc2Env/renderer.py | 0.657428 | 0.210644 | renderer.py | pypi |
class ScoreDetails:
""" Accessable in self.state.score during step function
For more information, see https://github.com/Blizzard/s2client-proto/blob/master/s2clientprotocol/score.proto
"""
def __init__(self, proto):
self._data = proto
self._proto = proto.score_details
@property
... | /sc2-env-0.11.1.2.tar.gz/sc2-env-0.11.1.2/sc2Env/score.py | 0.842831 | 0.339992 | score.py | pypi |
import sc2
from sc2 import Race
from sc2.player import Bot
from sc2.units import Units
from sc2.unit import Unit
from sc2.position import Point2, Point3
from sc2.ids.unit_typeid import UnitTypeId
from sc2.ids.upgrade_id import UpgradeId
from sc2.ids.buff_id import BuffId
from sc2.ids.ability_id import AbilityId
from... | /sc2-0.11.2.tar.gz/sc2-0.11.2/examples/arcade_bot.py | 0.614625 | 0.382776 | arcade_bot.py | pypi |
from functools import reduce
from operator import or_
import random
import sc2
from sc2 import Race, Difficulty
from sc2.constants import *
from sc2.player import Bot, Computer
from sc2.data import race_townhalls
import enum
class Hydralisk(sc2.BotAI):
def select_target(self):
if self.known_enemy_structu... | /sc2-0.11.2.tar.gz/sc2-0.11.2/examples/zerg/hydralisk_push.py | 0.470007 | 0.232746 | hydralisk_push.py | pypi |
from functools import reduce
from operator import or_
import random
import sc2
from sc2 import Race, Difficulty
from sc2.constants import *
from sc2.player import Bot, Computer
from sc2.data import race_townhalls
import enum
class BroodlordBot(sc2.BotAI):
def select_target(self):
if self.known_enemy_stru... | /sc2-0.11.2.tar.gz/sc2-0.11.2/examples/zerg/onebase_broodlord.py | 0.459561 | 0.240574 | onebase_broodlord.py | pypi |
[](https://pypi.org/project/sc2gameLobby/)
[](https://travis-ci.org/ttinies/sc2gameLobby)
[](https://pypi.org/project/sc2maptool/)
[](https://travis-ci.org/ttinies/sc2gameMapRepo)
[:
RUNNING = 0
END = 1
clas... | /environments/MicroTestEnvironment.py | 0.662796 | 0.317797 | MicroTestEnvironment.py | pypi |
[](https://pypi.org/project/sc2simulator/)
[](https://travis-ci.org/ttinies/sc2simulator)
[:
def __init__(self, cid=cid, secret=secret):
self.cid = cid
self.secret = secret
def sp(self):
c... | /sc3mylibrary-1.0.0-py3-none-any.whl/lib/get_myplaylist_api.py | 0.510008 | 0.231343 | get_myplaylist_api.py | pypi |
## Helper functions
```
import numpy as np
import matplotlib.pyplot as plt
%matplotlib inline
import sc3nb as scn
```
* SuperCollider coders are familiar and frequently use a number of useful converter functions
* the helper functions provide pythonic pendants namely currently for (to be extended):
### `linlin(x, ... | /sc3nb-1.1.0.tar.gz/sc3nb-1.1.0/examples/helper-examples.ipynb | 0.428233 | 0.922761 | helper-examples.ipynb | pypi |
```
# header / imports
import numpy as np
import matplotlib.pyplot as plt
%matplotlib inline
import sc3nb as scn
from sc3nb import Buffer
example_file = "../media/blip.wav"
sc = scn.startup()
```
# Buffer
Buffer is the Python class in sc3nb to interface with Buffers on the SuperCollider server.
```
# uncomment f... | /sc3nb-1.1.0.tar.gz/sc3nb-1.1.0/examples/supercollider-objects/buffer-examples.ipynb | 0.738763 | 0.887058 | buffer-examples.ipynb | pypi |
|PyPI| |travis| |Docs|
scArches (PyTorch) - single-cell architecture surgery
=========================================================================
.. raw:: html
<img src="https://user-images.githubusercontent.com/33202701/89729020-15f7c200-da32-11ea-989b-1b9a3283f642.png" width="700px" align="center">
scArches ... | /scArches-0.5.9.tar.gz/scArches-0.5.9/docs/about.rst | 0.931001 | 0.865906 | about.rst | pypi |
from collections import Counter
import numpy as np
import torch
from torch.utils.data import Dataset
from scipy import sparse
from ._utils import label_encoder, remove_sparsity
class MultiConditionAnnotatedDataset(Dataset):
"""Dataset handler for scPoli model and trainer.
Parameters
----------
... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/dataset/scpoli/anndata.py | 0.928627 | 0.486575 | anndata.py | pypi |
from collections import Counter
import numpy as np
import torch
from torch.utils.data import Dataset
from scipy import sparse
from .data_handling import remove_sparsity
from ._utils import label_encoder
class AnnotatedDataset(Dataset):
"""Dataset handler for TRVAE model and trainer.
Parameters
---... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/dataset/trvae/anndata.py | 0.933408 | 0.485478 | anndata.py | pypi |
import inspect
import os
import torch
import pickle
import numpy as np
from copy import deepcopy
from anndata import AnnData, read
from typing import Optional, Union
from torch.distributions import Normal
from scipy.sparse import issparse
from ._utils import _validate_var_names
class BaseMixin:
""" Adapted from... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/models/base/_base.py | 0.863204 | 0.24495 | _base.py | pypi |
import inspect
import os
import torch
import pickle
import numpy as np
import pandas as pd
from anndata import AnnData, read
from copy import deepcopy
from typing import Optional, Union
from .expimap import expiMap
from ...trainers import expiMapTrainer
from ..base._utils import _validate_var_names
from ..base._base ... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/models/expimap/expimap_model.py | 0.902888 | 0.418222 | expimap_model.py | pypi |
import torch
import torch.nn as nn
import numpy as np
from typing import Optional
from ..trvae._utils import one_hot_encoder
class MaskedLinear(nn.Linear):
def __init__(self, n_in, n_out, mask, bias=True):
# mask should have the same dimensions as the transposed linear weight
# n_input x n_outpu... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/models/expimap/modules.py | 0.918781 | 0.433562 | modules.py | pypi |
from typing import Optional
import torch
import torch.nn as nn
from torch.distributions import Normal, kl_divergence
import torch.nn.functional as F
from .modules import MaskedLinearDecoder, ExtEncoder
from ..trvae.losses import mse, nb
from .losses import hsic
from ..trvae._utils import one_hot_encoder
from ..base._... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/models/expimap/expimap.py | 0.932199 | 0.575111 | expimap.py | pypi |
import torch
import torch.nn as nn
class Encoder(nn.Module):
"""
Constructs the encoder sub-network of VAE. This class implements the
encoder part of Variational Auto-encoder. It will transform primary
data in the `n_vars` dimension-space to means and log variances of `z_dimension` latent space.
... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/models/scgen/modules.py | 0.924993 | 0.581719 | modules.py | pypi |
import torch
import torch.nn as nn
from torch.nn import functional as F
import numpy as np
from scipy import sparse
import scanpy as sc
import anndata
from .modules import Encoder, Decoder
from ._utils import balancer, extractor
class vaeArith(nn.Module):
"""ScArches model class. This class contains the impleme... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/models/scgen/vaearith.py | 0.952309 | 0.72708 | vaearith.py | pypi |
import torch
import numpy as np
from anndata import AnnData
from typing import Optional, Union
from .vaearith import vaeArith
from ...trainers import vaeArithTrainer
from ..base._utils import _validate_var_names
from ..base._base import BaseMixin
class scgen(BaseMixin):
"""Model for scArches class. This class c... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/models/scgen/vaearith_model.py | 0.940633 | 0.627937 | vaearith_model.py | pypi |
import anndata
import numpy as np
from scipy import sparse
import logging
logger = logging.getLogger(__name__)
def extractor(data, cell_type, conditions, cell_type_key="cell_type", condition_key="condition"):
"""
Returns a list of `data` files while filtering for a specific `cell_type`.
Parameters
-... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/models/scgen/_utils.py | 0.874694 | 0.554712 | _utils.py | pypi |
import warnings
import os
import csv
import numpy as np
from sklearn.metrics import *
from sklearn.covariance import GraphicalLassoCV, graphical_lasso, LedoitWolf
from sklearn.preprocessing import StandardScaler
import torch
import torch_geometric.nn as pyg_nn
import torch_geometric.data as geo_dt
from sklearn.utils.... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/models/sagenet/utils.py | 0.878497 | 0.662128 | utils.py | pypi |
from .utils import *
from .classifier import Classifier
from .model import *
from os import listdir
import numpy as np
import anndata
import re
class sagenet():
"""
A `sagenet` object.
Parameters
----------
device : str, default = 'cpu'
the processing unit to be... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/models/sagenet/sagenet.py | 0.746046 | 0.46642 | sagenet.py | pypi |
import warnings
import torch
import torch.nn as nn
import torch.nn.functional as F
import torch_geometric.nn as pyg_nn
class NN(nn.Module):
def __init__(self, \
n_features, \
n_classes, \
n_hidden_GNN=[], \
n_hidden_FC=[10], \
dropout_GNN=0, \
dropout_FC=0):
... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/models/sagenet/model.py | 0.810216 | 0.366335 | model.py | pypi |
import torch
import torch.nn as nn
import torch.nn.functional as F
from torch.distributions import Normal, kl_divergence
from ._utils import one_hot_encoder
from ..trvae.losses import mse, nb, zinb, bce, poisson, nb_dist
from ...trainers.scpoli._utils import cov
class scpoli(nn.Module):
def __init__(
self... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/models/scpoli/scpoli.py | 0.91384 | 0.360855 | scpoli.py | pypi |
from scvi.distributions import NegativeBinomial
import torch
from torch.autograd import Variable
from torch.distributions import Poisson
import torch.nn.functional as F
from ._utils import partition
def bce(recon_x, x):
"""Computes BCE loss between reconstructed data and ground truth data.
Parameters
... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/models/trvae/losses.py | 0.954764 | 0.853547 | losses.py | pypi |
import torch
import torch.nn as nn
from ._utils import one_hot_encoder
class CondLayers(nn.Module):
def __init__(
self,
n_in: int,
n_out: int,
n_cond: int,
bias: bool,
):
super().__init__()
self.n_cond = n_cond
self.expr_L = ... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/models/trvae/modules.py | 0.937139 | 0.472866 | modules.py | pypi |
import os
import numpy as np
import torch
import pickle
from typing import Optional, Union
from copy import deepcopy
from .trvae_model import TRVAE
class Adaptor:
"""Adaptor class for trVAE.
Allows to save and load trainded conditional weights for trVAE models.
Parameters
----------
t... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/models/trvae/adaptors.py | 0.878079 | 0.365825 | adaptors.py | pypi |
from typing import Optional
import torch
import torch.nn as nn
from torch.distributions import Normal, kl_divergence
import torch.nn.functional as F
from .modules import Encoder, Decoder
from .losses import mse, mmd, zinb, nb
from ._utils import one_hot_encoder
from ..base._base import CVAELatentsModelMixin
class t... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/models/trvae/trvae.py | 0.966418 | 0.595757 | trvae.py | pypi |
import inspect
import os
import torch
import pickle
import numpy as np
from anndata import AnnData, read
from copy import deepcopy
from typing import Optional, Union
from .trvae import trVAE
from ...trainers.trvae.unsupervised import trVAETrainer
from ..base._utils import _validate_var_names
from ..base._base import ... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/models/trvae/trvae_model.py | 0.909601 | 0.488832 | trvae_model.py | pypi |
import numpy as np
import torch
import anndata
from ..models.trvae.trvae import trVAE
from ..trainers.trvae.unsupervised import trVAETrainer
def trvae_operate(
network: trVAE,
data: anndata,
condition_key: str = None,
size_factor_key: str = None,
n_epochs: int = 20,
fr... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/surgery/trvae.py | 0.808446 | 0.579162 | trvae.py | pypi |
import os
import requests
def download_file(link: str,
save_path: str = None,
make_dir: bool = False
):
"""Downloads the file in the ``link`` and saves it in ``save_path``.
Parameters
----------
link: str
Direct downloadab... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/zenodo/file.py | 0.628179 | 0.166438 | file.py | pypi |
from typing import Union
from ..models import TRVAE, SCVI, SCANVI, TOTALVI
from .file import *
from .deposition import *
from .zip import *
def upload_model(model: Union[TRVAE, SCVI, SCANVI, TOTALVI, str],
deposition_id: str,
access_token: str,
model_name: str = Non... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/zenodo/__init__.py | 0.836521 | 0.16492 | __init__.py | pypi |
import json
import requests
def create_deposition(access_token: str,
upload_type: str,
title: str,
description: str,
**kwargs):
"""Creates a deposition in your Zenodo account.
Parameters
----------
acc... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/zenodo/deposition.py | 0.628863 | 0.174551 | deposition.py | pypi |
import numpy as np
class EarlyStopping(object):
"""Class for EarlyStopping. This class contains the implementation of early stopping for TRVAE/CVAE training.
This early stopping class was inspired by:
Title: scvi-tools
Authors: Romain Lopez <romain_lopez@gmail.com>,
Adam Gayo... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/utils/monitor.py | 0.907661 | 0.534612 | monitor.py | pypi |
import scanpy as sc
import pandas as pd
import os
import numpy as np
import anndata
from sklearn.neighbors import KNeighborsTransformer
#These function were created by Lisa Sikemma
def weighted_knn_trainer(train_adata, train_adata_emb, n_neighbors=50):
"""Trains a weighted KNN classifier on ``train_adata``.
P... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/utils/knn.py | 0.868255 | 0.579609 | knn.py | pypi |
import scanpy as sc
import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt
from ..dataset import remove_sparsity
def opt_louvain(adata, label_key, cluster_key, function=None, resolutions=None,
inplace=True, plot=False, verbose=True, **kwargs):
"""
This Louvain Clustering ... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/metrics/clustering.py | 0.788176 | 0.490907 | clustering.py | pypi |
import numpy as np
import pandas as pd
from scipy.stats import entropy
from sklearn.metrics import silhouette_score, normalized_mutual_info_score, silhouette_samples
from sklearn.neighbors import NearestNeighbors
from sklearn.preprocessing import LabelEncoder
from ..dataset import remove_sparsity
from .clustering impo... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/metrics/metrics.py | 0.92211 | 0.646976 | metrics.py | pypi |
from itertools import product
import numpy as np
import matplotlib.pyplot as plt
from typing import Union
def plot_abs_bfs_key(scores, terms, key, n_points=30, lim_val=2.3, fontsize=8, scale_y=2, yt_step=0.3,
title=None, ax=None):
txt_args = dict(
rotation='vertical',
verticala... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/plotting/terms_scores.py | 0.859103 | 0.359378 | terms_scores.py | pypi |
from ..metrics.metrics import entropy_batch_mixing, knn_purity, asw, nmi
from ..models import SCVI, SCANVI, TOTALVI
from scipy.sparse import issparse
import numpy as np
import scanpy as sc
import torch
from typing import Union, Optional
from sklearn.metrics import f1_score
import anndata
import matplotlib.pyplot as pl... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/plotting/scvi_eval.py | 0.80502 | 0.237985 | scvi_eval.py | pypi |
import numpy as np
import scanpy as sc
import torch
import anndata
import matplotlib.pyplot as plt
from typing import Union
from ..dataset.trvae._utils import label_encoder
from ..metrics.metrics import entropy_batch_mixing, knn_purity, asw, nmi
from ..models import trVAE, TRVAE
from ..trainers import trVAETrainer
sc... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/plotting/trvae_eval.py | 0.789599 | 0.330674 | trvae_eval.py | pypi |
from ..trvae.unsupervised import trVAETrainer
import torch
import sys
class ProxGroupLasso:
def __init__(self, alpha, omega=None, inplace=True):
# omega - vector of coefficients with size
# equal to the number of groups
if omega is None:
self._group_coeff = alpha
else:
... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/trainers/expimap/regularized.py | 0.716219 | 0.554531 | regularized.py | pypi |
import torch
from scipy import sparse
from anndata import AnnData
from collections import defaultdict
from ._utils import shuffle_adata, print_progress
from ...utils.monitor import EarlyStopping
class vaeArithTrainer:
"""
This class contains the implementation of the VAEARITH Trainer
Parameters
----... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/trainers/scgen/trainer.py | 0.857201 | 0.621656 | trainer.py | pypi |
from random import shuffle
import sys
import anndata
import numpy as np
from scipy import sparse
from sklearn import preprocessing
def print_progress(epoch, logs, n_epochs=10000):
"""Creates Message for '_print_progress_bar'.
Parameters
----------
epoch: Integer
Current epoch ite... | /scArches-0.5.9.tar.gz/scArches-0.5.9/scarches/trainers/scgen/_utils.py | 0.721351 | 0.380759 | _utils.py | pypi |
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