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 |
|---|---|---|---|---|---|
from __future__ import annotations
from typing import List
from dataclasses import dataclass
from util import F
# pub enum Expr<F> {
# Const(F),
# Sum(Vec<Expr<F>>),
# Mul(Vec<Expr<F>>),
# Neg(Box<Expr<F>>),
# Pow(Box<Expr<F>>, u32),
# Query(Queriable<F>),
# Halo2Expr(Expression<F>),
# }
... | /rust_chiquito-0.1.0.tar.gz/rust_chiquito-0.1.0/pychiquito/expr.py | 0.832305 | 0.329216 | expr.py | pypi |
# Part 3: Fibonacci Example
# Chapter 3: Witness
Now, we will generate multiple witnesses to test the soundness of our circuit constraints. Note that we only intend to accept the following set of values for signals "a", "b", and "c". "Soundness" in this context refers to faulty witness successfully verified against the... | /rust_chiquito-0.1.0.tar.gz/rust_chiquito-0.1.0/pychiquito/tutorial_pt3_ch3.ipynb | 0.735452 | 0.965674 | tutorial_pt3_ch3.ipynb | pypi |
# Part 1: Introduction to Chiquito and PyChiquito
Chiquito is a high-level structured language for implementing zero knowledge proof applications, currently being implemented in the DSL Working Group of PSE, Ethereum Foundation. It is a step-based zkDSL (zero knowledge domain specific language) that provides better sy... | /rust_chiquito-0.1.0.tar.gz/rust_chiquito-0.1.0/pychiquito/tutorial_pt1.ipynb | 0.804636 | 0.972545 | tutorial_pt1.ipynb | pypi |
from __future__ import annotations
from typing import Tuple
from dsl import Circuit, StepType
from cb import eq
from query import Queriable
from util import F
class Fibonacci(Circuit):
def setup(self: Fibonacci):
self.a: Queriable = self.forward("a")
self.b: Queriable = self.forward("b")
... | /rust_chiquito-0.1.0.tar.gz/rust_chiquito-0.1.0/pychiquito/fibonacci.py | 0.723114 | 0.236373 | fibonacci.py | pypi |
# Part 3: Fibonacci Example
# Chapter 2: StepType and Circuit
In this Chapter, we code out the concepts learned in Chapter 1 in PyChiquito, but before that, let's import the dependencies first.
## Imports
These imports are for the typing hints included in this example. They are not required, because Python is a dynamic... | /rust_chiquito-0.1.0.tar.gz/rust_chiquito-0.1.0/pychiquito/tutorial_pt3_ch2.ipynb | 0.488527 | 0.991977 | tutorial_pt3_ch2.ipynb | pypi |
from __future__ import annotations
from copy import copy
from typing import Iterable, Optional, Set, Tuple, Union
import attrs
from attrs import define, frozen
import rust_circuit as rc
from rust_circuit.py_utils import assert_never
@frozen
class ScopeGlobalTraversal:
traversal: rc.IterativeMatcher
@frozen
c... | /rust_circuit-0.4.12-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rust_circuit/scope_manager.py | 0.816955 | 0.451508 | scope_manager.py | pypi |
from time import perf_counter
from typing import Generic, Iterable, List, Mapping, NoReturn, Optional, Tuple, TypeVar, Union
import torch
from ._rust import TorchAxisIndex
def assert_never(x: NoReturn) -> NoReturn:
raise AssertionError(f"Invalid value: {x!r}")
def check_cast(cls, c, exception=TypeError):
... | /rust_circuit-0.4.12-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rust_circuit/py_utils.py | 0.834306 | 0.272153 | py_utils.py | pypi |
from typing import Dict, Literal, Optional
import einops
import jax.numpy as jnp
import numpy as np
import torch
from interp.model.blocks import BatchNormFixed, LayerNorm
from interp.model.gpt_model import Gpt
from interp.model.gpt_modules import Attention, GptBlock, PosEncType, id_norm
from rust_circuit import modul... | /rust_circuit-0.4.12-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rust_circuit/jax_to_module.py | 0.710226 | 0.376451 | jax_to_module.py | pypi |
from __future__ import annotations
import itertools
from typing import Callable, Iterable, List, Optional, Sequence, Tuple, TypeVar, cast
from rust_circuit import optional as op
from ._rust import (
Add,
Circuit,
Cumulant,
Einsum,
Module,
ModuleArgSpec,
ModuleSpec,
Scalar,
Symbol,... | /rust_circuit-0.4.12-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rust_circuit/cum_algo.py | 0.916232 | 0.429549 | cum_algo.py | pypi |
import functools
import hashlib
import weakref
from typing import *
if TYPE_CHECKING:
from interp.circuit.circuit import Circuit, Shape
import torch
import rust_circuit.optional as op
from rust_circuit.py_utils import assert_never
from . import _rust as rc
from ._rust import Add as rAdd
from ._rust import Array... | /rust_circuit-0.4.12-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rust_circuit/interop_rust.py | 0.793866 | 0.238317 | interop_rust.py | pypi |
import jax
import matplotlib.pyplot as plt
import numpy as np
import torch
import interp.tools.optional as op
from interp.model.gpt_model import Gpt
from interp.model.model_loading import load_model_mem_cached
from interp.tools.log import Idxs, KeyIdxs, LoggerCache, LogInfo, construct_mut_log_cache
from .setup import... | /rust_circuit-0.4.12-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rust_circuit/demos/paren_balancer/writeup_attribution_plots.py | 0.768125 | 0.459682 | writeup_attribution_plots.py | pypi |
# %% [markdown]
"""
# Day 4b: Paren Balancer Causal Scrubbing
To start, please read this [less wrong post](https://www.lesswrong.com/s/h95ayYYwMebGEYN5y/p/kjudfaQazMmC74SbF).
We will replicate the experiments today.
<!-- toc -->
"""
import uuid
from typing import Optional, Tuple
import numpy as np
import torch
fro... | /rust_circuit-0.4.12-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rust_circuit/demos/paren_balancer/causal_scrubbing_experiments.py | 0.401688 | 0.570989 | causal_scrubbing_experiments.py | pypi |
import os
from typing import Callable, Optional, Tuple
import jax
import numpy as np
import seaborn as sns
import torch
import torch as t
from adversarial.simple_task.dataset_utils import load_dataset
from adversarial.simple_task.model_architectures.simple_transformer import SimpleTokenizer
from interp.circuit import... | /rust_circuit-0.4.12-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rust_circuit/demos/rust_circuit_demos/handcrafted_model_cumulants.py | 0.853043 | 0.364523 | handcrafted_model_cumulants.py | pypi |
# %%
from __future__ import annotations
import pytest
from rust_circuit import Index, Matcher, Parser, PrintOptions, default_index_traversal, push_down_index, restrict
from rust_circuit.py_utils import I
# %%
# }}}
# setup {{{
# %% [markdown]
# ## Setup
# %%
circuit = Parser(tensors_as_random=True, on_repeat_... | /rust_circuit-0.4.12-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rust_circuit/demos/rust_circuit_demos/push_down_index.py | 0.619701 | 0.233526 | push_down_index.py | pypi |
from rust_circuit.causal_scrubbing.hypothesis import (
PNP,
ExactSampler,
FuncSampler,
InterpNode,
MaybePoolAnnotation,
PoolAnnotation,
UncondSampler,
UncondTogetherSampler,
)
from rust_circuit.causal_scrubbing.testing_utils import IntDataset
class FirstSampler(FuncSampler):
func =... | /rust_circuit-0.4.12-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rust_circuit/demos/causal_scrubbing/pool.py | 0.674265 | 0.6437 | pool.py | pypi |
from __future__ import annotations
from typing import TYPE_CHECKING
if TYPE_CHECKING:
from typing import Optional, Tuple, Literal, Callable
from abc import ABC, abstractmethod
from dataclasses import dataclass
class Expr(ABC):
@abstractmethod
def render(self, out: list[str]):
...
def __str... | /rust_circuit-0.4.12-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rust_circuit/index_util/internal/parse.py | 0.857768 | 0.264994 | parse.py | pypi |
from __future__ import annotations
from typing import TYPE_CHECKING
if TYPE_CHECKING:
from typing import Optional, Union, TypeVar, Sequence, Literal
from dataclasses import dataclass
import rust_circuit.index_util.internal.parse as parse
@dataclass(frozen=True, eq=True)
class OutAxisIdx:
axis: int
@data... | /rust_circuit-0.4.12-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rust_circuit/index_util/internal/resolve.py | 0.872605 | 0.50061 | resolve.py | pypi |
from __future__ import annotations
import functools
import uuid
from collections import Counter
from typing import Callable, Dict, Hashable, List, Optional, Protocol, Set, Tuple, Union
from warnings import warn
import attrs
import torch
from rust_circuit import (
Circuit,
GeneralFunction,
GeneralFunction... | /rust_circuit-0.4.12-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rust_circuit/causal_scrubbing/hypothesis.py | 0.93744 | 0.400691 | hypothesis.py | pypi |
from __future__ import annotations
from typing import Dict, Iterable, Mapping, Optional, Set, Type, TypeVar, Union
import attrs
import torch
from attr import frozen
import rust_circuit as rc
from ..py_utils import FrozenDict
def all_same_len(self: Dataset, attribute, arrs: Mapping[str, rc.Array]):
assert len(... | /rust_circuit-0.4.12-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rust_circuit/causal_scrubbing/dataset.py | 0.877948 | 0.557243 | dataset.py | pypi |
section_types = (
'custom', #0
'type', #1
'import', #2
'function', #3
'table', #4
'memory', #5
'global', #6
'export', #7
'start', #8
'element', #9
'code', #10
'data' #11
)
custom_section = 0
type_section = 1
import_section ... | /rust_contracts_builder-0.2.9-py3-none-any.whl/rust_contracts_builder/wasm_checker.py | 0.431345 | 0.150871 | wasm_checker.py | pypi |
import featuretools as ft
import json
from featuretools.primitives.utils import (
get_aggregation_primitives,
get_transform_primitives,
)
from .rust_dfs import Primitive, Feature
import numpy as np
from datetime import datetime as dt
tag_map = {
"numeric": "Numeric",
"category": "Categorical",
"ca... | /rust_dfs-0.3.0.tar.gz/rust_dfs-0.3.0/rust_dfs/utils.py | 0.408159 | 0.379896 | utils.py | pypi |
import random
from .utils import semantic_tag_mapping, logical_type_mapping
from woodwork.logical_types import Ordinal
import pandas as pd
import polars as pl
from datetime import datetime as dt
def flatten(xss):
return [x for xs in xss for x in xs]
def randomize(v):
random.seed(10)
h = v.copy()
ran... | /rust_dfs-0.3.0.tar.gz/rust_dfs-0.3.0/rust_dfs/generate_fake_dataframe.py | 0.406273 | 0.422445 | generate_fake_dataframe.py | pypi |
# How to compile DLL in Rust and import it in Python. Useful hints.
Here I am providing a number of examples to compile [DLL](https://en.wikipedia.org/wiki/Dynamic-link_library) in Rust. In order to check the final DLL I am using Python, although DLL standard is compatible with almost all the widely known programming ... | /rust-dll-example-0.1.1.tar.gz/rust-dll-example-0.1.1/README.md | 0.751192 | 0.988177 | README.md | pypi |
from tempfile import TemporaryDirectory
from typing import Optional, Tuple, Any
from .rust_pyspec_glue import lib, ffi
class DB:
def __init__(self, path: Optional[str]) -> None:
if path is None:
self.db = lib.open_in_memory()
else:
self.db = lib.open(ffi.from_buffer(path.en... | /rust_pyspec_glue-0.0.5.tar.gz/rust_pyspec_glue-0.0.5/python/rust_pyspec_glue/__init__.py | 0.812942 | 0.198919 | __init__.py | pypi |
from esu.base import BaseAPI, Field, ObjectAlreadyHasId, ObjectHasNoId
from esu.firewall_template_rule import FirewallTemplateRule
class FirewallTemplate(BaseAPI):
"""
Args:
id (str): Идентификатор шаблона брандмауэра
name (str): Имя шаблона брандмауэра
vdc (object): Объект класса :cla... | /rustack_esu-0.1.16-py3-none-any.whl/esu/firewall_template.py | 0.520984 | 0.223928 | firewall_template.py | pypi |
from esu.backup import Backup
from esu.base import BaseAPI, Field, ObjectAlreadyHasId, ObjectHasNoId
from esu.disk import Disk
from esu.firewall_template import FirewallTemplate
from esu.image import Image
from esu.kubernetes_template import KubernetesTemplate
from esu.port import Port
from esu.storage_profile import S... | /rustack_esu-0.1.16-py3-none-any.whl/esu/vdc.py | 0.560012 | 0.220489 | vdc.py | pypi |
from esu.base import BaseAPI, Field, ObjectAlreadyHasId, ObjectHasNoId
class Disk(BaseAPI):
"""
Args:
id (str): Идентификатор диска
name (str): Имя диска
size (int): Размер диска (ГБ)
scsi (str): Порт, к которому подключен диск
vm (object): Объект виртуального сервера :... | /rustack_esu-0.1.16-py3-none-any.whl/esu/disk.py | 0.550849 | 0.21686 | disk.py | pypi |
from esu.base import BaseAPI, Field, ObjectAlreadyHasId, ObjectHasNoId
class RouterRoute(BaseAPI):
"""
Args:
id (str): Идентификатор маршрута
router (object): Объект класса :class:`esu.Router`. Роутер, к
которому относится данное правило
destination (str): CIDR... | /rustack_esu-0.1.16-py3-none-any.whl/esu/router_route.py | 0.53048 | 0.355327 | router_route.py | pypi |
from esu.base import BaseAPI, Field, ObjectAlreadyHasId, ObjectHasNoId
class Snapshot(BaseAPI):
"""
Args:
id (str): Идентификатор снапшота
name (str): Имя снапшота
description (str): описание для снапшота
vm (object): Объект класса :class:`esu.Vm`. Сервер, к которому
... | /rustack_esu-0.1.16-py3-none-any.whl/esu/snapshot.py | 0.53437 | 0.329311 | snapshot.py | pypi |
from esu.base import BaseAPI, Field, ObjectAlreadyHasId, ObjectHasNoId
class PortForwarding(BaseAPI):
"""
Args:
id (str): Идентификатор перенаправления портов
floating (object): Объект класса :class:`esu.Port`. Порт на котором
будет создано перенаправление
to... | /rustack_esu-0.1.16-py3-none-any.whl/esu/port_forwarding.py | 0.582372 | 0.349227 | port_forwarding.py | pypi |
from esu.base import BaseAPI, Field, ObjectAlreadyHasId, ObjectHasNoId
from esu.dns_record import DnsRecord
class Dns(BaseAPI):
"""
Args:
id (str): Идентификатор Dns
name (str): Имя Dns
project (object): Объект класса :class:`esu.Project`. Проект, к
которому о... | /rustack_esu-0.1.16-py3-none-any.whl/esu/dns.py | 0.543106 | 0.248888 | dns.py | pypi |
from esu.base import BaseAPI, Field, ObjectAlreadyHasId, ObjectHasNoId
class PortForwardingRule(BaseAPI):
"""
Args:
id (str): Идентификатор правила перенаправления портов
port (object): Объект класса :class:`esu.Port`. Порт сервера до
которого осуществляется перенаправле... | /rustack_esu-0.1.16-py3-none-any.whl/esu/port_forwarding_rule.py | 0.545044 | 0.370624 | port_forwarding_rule.py | pypi |
from esu.base import BaseAPI, Field, ObjectAlreadyHasId, ObjectHasNoId
class Kubernetes(BaseAPI):
"""
Args:
id (str): Идентификатор
name (str): Имя
node_cpu (int): CPU нод
node_ram (int): RAM нод
node_disk_size (int): Размер диска нод
node_storage_profile (objec... | /rustack_esu-0.1.16-py3-none-any.whl/esu/kubernetes.py | 0.644225 | 0.229622 | kubernetes.py | pypi |
from esu.base import BaseAPI, Field, ObjectAlreadyHasId, ObjectHasNoId
class RouterPortForwarding(BaseAPI):
"""
Args:
id (str): Идентификатор правила перенаправления портов
router (object): Объект класса :class:`esu.Router`. Роутер, к
которому относится данное правило
... | /rustack_esu-0.1.16-py3-none-any.whl/esu/router_port_forwarding.py | 0.520253 | 0.443359 | router_port_forwarding.py | pypi |
from esu.base import BaseAPI, Field, ObjectAlreadyHasId, ObjectHasNoId
from esu.lbaas_pool import LbaasPool
class Lbaas(BaseAPI):
"""
Args:
id (str): Идентификатор Lbaas
name (str): Имя Lbaas
vdc (object): Объект класса :class:`esu.Vdc`. ВЦОД, к которому
относится... | /rustack_esu-0.1.16-py3-none-any.whl/esu/lbaas.py | 0.498779 | 0.296056 | lbaas.py | pypi |
from esu.base import BaseAPI, Field, FieldList, ObjectAlreadyHasId, \
ObjectHasNoId
class Vm(BaseAPI):
"""
Args:
id (str): Идентификатор
name (str): Имя
description (str): Описание. Любой произвольный пользовательский текст
cpu (int): Количество ядер
ram (int): Коли... | /rustack_esu-0.1.16-py3-none-any.whl/esu/vm.py | 0.528777 | 0.380644 | vm.py | pypi |
from esu.base import BaseAPI, Field, FieldList
class DomainAlias(BaseAPI):
"""
Args:
id (str): Идентификатор
alias (str): Наименование домена
.. warning:: Объект доступен только для чтения и не может быть создан,
изменен или удален.
"""
class Meta:
id = Fi... | /rustack_esu-0.1.16-py3-none-any.whl/esu/user.py | 0.587825 | 0.327426 | user.py | pypi |
from esu.base import BaseAPI, Field, ObjectAlreadyHasId, ObjectHasNoId
class DnsRecord(BaseAPI):
"""
Args:
id (str): Идентификатор Dns записи
dns_id (str): Объект класса :class:`esu.Dns`. Днс зона, к
которому относится днс запись
data (str): дата Dns записи
... | /rustack_esu-0.1.16-py3-none-any.whl/esu/dns_record.py | 0.5083 | 0.236527 | dns_record.py | pypi |
from esu.base import BaseAPI, Field, FieldList, ObjectAlreadyHasId, \
ObjectHasNoId
class LbaasPoolMember(BaseAPI):
"""
Args:
port (str): Порт участника пула балансировщика
vm (object): Объект :class:`esu.Vm`
weight (str): Вес участника пула балансировщика
"""
class Meta:
... | /rustack_esu-0.1.16-py3-none-any.whl/esu/lbaas_pool.py | 0.520496 | 0.299124 | lbaas_pool.py | pypi |
from esu.base import BaseAPI
class Manager(BaseAPI):
"""
Args:
token (str): Токен для доступа к API. Если не передан, будет
использована переменная окружения **ESU_API_TOKEN**
"""
class Meta:
pass
def get_all_clients(self):
"""
Возвращает списо... | /rustack_esu-0.1.16-py3-none-any.whl/esu/manager.py | 0.54819 | 0.433622 | manager.py | pypi |
from esu.base import BaseAPI, Field, ObjectAlreadyHasId, ObjectHasNoId
from esu.dns import Dns
from esu.kubernetes import Kubernetes
from esu.s3 import S3
from esu.vdc import Vdc
class Project(BaseAPI):
"""
Args:
id (str): Идентификатор
name (str): Имя
client (object): Объект класса :c... | /rustack_esu-0.1.16-py3-none-any.whl/esu/project.py | 0.60288 | 0.254081 | project.py | pypi |
from esu.base import BaseAPI, Field, FieldList, ObjectAlreadyHasId, \
ObjectHasNoId, resolve
class Network(BaseAPI):
"""
Args:
id (str): Идентификатор сети
name (str): Имя сети
vdc (object): Объект класса :class:`esu.Vdc`. ВЦОД, к которому
относится сеть
... | /rustack_esu-0.1.16-py3-none-any.whl/esu/network.py | 0.614625 | 0.266047 | network.py | pypi |
from esu.base import BaseAPI, Field, FieldList, ObjectAlreadyHasId, \
ObjectHasNoId
from esu.vm import Vm
class File(BaseAPI):
"""
Args:
id (str): Идентификатор
name (str): Имя
size (str): Размер файла
type (str): Тип файла
"""
class Meta:
id = Field()
... | /rustack_esu-0.1.16-py3-none-any.whl/esu/image.py | 0.557845 | 0.216487 | image.py | pypi |
from esu.base import BaseAPI, Field, FieldList, ObjectAlreadyHasId, \
ObjectHasNoId, resolve
class Router(BaseAPI):
"""
Args:
id (str): Идентификатор
name (str): Имя
vdc (object): ВЦОД, к которому относится маршрутизатор :class:`esu.Vdc`
is_default (bool): True для маршрути... | /rustack_esu-0.1.16-py3-none-any.whl/esu/router.py | 0.581897 | 0.294386 | router.py | pypi |
from esu.base import BaseAPI, Field, ObjectAlreadyHasId, ObjectHasNoId
class FirewallTemplateRule(BaseAPI):
"""
Args:
id (str): Идентификатор правила брандмауэра
name (str): Имя правила брандмауэра
firewall (str): Объект класса :class:`esu.FirewallTemplate`.
Шаблон бран... | /rustack_esu-0.1.16-py3-none-any.whl/esu/firewall_template_rule.py | 0.554953 | 0.224714 | firewall_template_rule.py | pypi |
from esu.base import BaseAPI, Field, ObjectAlreadyHasId, ObjectHasNoId
class RouterFirewallRule(BaseAPI):
"""
Args:
id (str): Идентификатор правила брандмауэра
name (str): Имя правила брандмауэра
router (object): Объект класса :class:`esu.Router`. Роутер, к
кот... | /rustack_esu-0.1.16-py3-none-any.whl/esu/router_firewall_rule.py | 0.499023 | 0.341281 | router_firewall_rule.py | pypi |
from esu.base import BaseAPI, Field, FieldList, ObjectAlreadyHasId, \
ObjectHasNoId
class RestorePoint(BaseAPI):
"""
Args:
id (str): Идентификатор точки восстановления
backup_type (str): Тип точки восстановления
backup_size (int): Размер точки восстановления (bytes)
vm (object):... | /rustack_esu-0.1.16-py3-none-any.whl/esu/backup.py | 0.570571 | 0.345436 | backup.py | pypi |
from esu.base import BaseAPI, Field, FieldList, ObjectAlreadyHasId, \
ObjectHasNoId, PortAlreadyConnected
class ConnectedObject(BaseAPI):
"""
Args:
id (str): Идентификатор подключённого объекта
type (object): Тип объекта
name (object): Имя подключённого объекта
vdc (str): О... | /rustack_esu-0.1.16-py3-none-any.whl/esu/port.py | 0.569374 | 0.267169 | port.py | pypi |
from __future__ import annotations
from ctypes import (
c_size_t,
byref,
c_float,
c_void_p,
)
from rustfst.weight import weight_one
from rustfst.ffi_utils import (
lib,
check_ffi_error,
)
from typing import Optional
class Tr:
"""
Structure representing a transition from a state to ano... | /rustfst_python-0.13.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl/rustfst/tr.py | 0.813831 | 0.327211 | tr.py | pypi |
from __future__ import annotations
from typing import Union, Tuple, List
from rustfst.ffi_utils import lib, check_ffi_error
import ctypes
from pathlib import Path
class SymbolTable:
"""
`SymbolTable` class. This class wraps the `SymbolTable` struct.
"""
def __init__(self, ptr=None):
"""
... | /rustfst_python-0.13.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl/rustfst/symbol_table.py | 0.914061 | 0.279238 | symbol_table.py | pypi |
from __future__ import annotations
import ctypes
from typing import Optional
from rustfst.ffi_utils import lib, check_ffi_error
from rustfst.tr import Tr
from typing import TYPE_CHECKING
if TYPE_CHECKING:
from rustfst import Fst
class TrsIterator:
"""
TrsIterator(fst, state)
This class is used for ... | /rustfst_python-0.13.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl/rustfst/iterators.py | 0.87458 | 0.164282 | iterators.py | pypi |
from __future__ import annotations
from typing import List
import ctypes
from rustfst.ffi_utils import (
lib,
check_ffi_error,
)
from rustfst.fst.vector_fst import VectorFst
class LabelFstPair(ctypes.Structure):
_fields_ = [
("label", ctypes.c_size_t),
("fst", ctypes.POINTER(ctypes.c_void... | /rustfst_python-0.13.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl/rustfst/algorithms/replace.py | 0.89546 | 0.494202 | replace.py | pypi |
import ctypes
from rustfst.fst.vector_fst import Fst, VectorFst
from rustfst.ffi_utils import (
lib,
check_ffi_error,
)
def randgen(
ifst: Fst,
npath: int = 1,
seed: int = 0,
select: str = "uniform",
max_length: int = 2147483647,
weight: bool = False,
remove_total_weight: bool = F... | /rustfst_python-0.13.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl/rustfst/algorithms/randgen.py | 0.849003 | 0.377627 | randgen.py | pypi |
from __future__ import annotations
import ctypes
from typing import Optional
from rustfst.ffi_utils import (
lib,
check_ffi_error,
)
from rustfst.fst.vector_fst import VectorFst
from enum import Enum
KDELTA = 1.0 / 1024.0
class DeterminizeType(Enum):
"""
Enumeration defining the type of the determi... | /rustfst_python-0.13.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl/rustfst/algorithms/determinize.py | 0.902479 | 0.317387 | determinize.py | pypi |
from __future__ import annotations
import ctypes
from typing import Optional, List
from rustfst.ffi_utils import (
lib,
check_ffi_error,
)
from rustfst.fst.vector_fst import VectorFst
from enum import Enum
class MatcherRewriteMode(Enum):
AUTO = 0
ALWAYS = 1
NEVER = 2
class CIntArray(ctypes.S... | /rustfst_python-0.13.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl/rustfst/algorithms/compose.py | 0.878406 | 0.231375 | compose.py | pypi |
from __future__ import annotations
from typing import Optional
from rustfst.weight import weight_one
from rustfst.fst.vector_fst import VectorFst
from rustfst.symbol_table import SymbolTable
import ctypes
from rustfst.ffi_utils import (
lib,
check_ffi_error,
)
def acceptor(
astring: str, symbol_table: ... | /rustfst_python-0.13.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl/rustfst/algorithms/__init__.py | 0.942507 | 0.479686 | __init__.py | pypi |
from __future__ import annotations
import ctypes
from rustfst.string_paths_iterator import StringPathsIterator
from rustfst.ffi_utils import (
lib,
check_ffi_error,
)
from rustfst.fst import Fst
from rustfst.symbol_table import SymbolTable
from rustfst.drawing_config import DrawingConfig
from rustfst.iterator... | /rustfst_python-0.13.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl/rustfst/fst/vector_fst.py | 0.888227 | 0.273708 | vector_fst.py | pypi |
from __future__ import annotations
import ctypes
from rustfst.ffi_utils import (
lib,
check_ffi_error,
)
from rustfst.symbol_table import SymbolTable
from rustfst.iterators import TrsIterator
from typing import Optional
class Fst:
"""
This class is the base class for every Fst objects.
"""
d... | /rustfst_python-0.13.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl/rustfst/fst/__init__.py | 0.908229 | 0.325976 | __init__.py | pypi |
from __future__ import annotations
import typing as _t
import typing_extensions as _te
from ._core.bool_ import (bool_ as _bool,
try_construct_bool_ as _try_construct_bool)
if _t.TYPE_CHECKING:
from .result import (Err,
Ok)
_E = _t.TypeVar('_E')
_T = _t.TypeVa... | /_rustpy/option.py | 0.774413 | 0.225353 | option.py | pypi |
from __future__ import annotations
import typing as _t
import typing_extensions as _te
from ._core.bool_ import (bool_ as _bool,
try_construct_bool_ as _try_construct_bool)
from .option import (None_ as _None,
Some as _Some)
_E = _t.TypeVar('_E')
_E2 = _t.TypeVar('_E2'... | /_rustpy/result.py | 0.738669 | 0.218138 | result.py | pypi |
from __future__ import annotations
import typing as _t
import typing_extensions as _te
from .bool_ import bool_ as _bool
from .wrapper import Wrapper as _Wrapper
class Ordered(_te.Protocol):
@_t.overload
def __ge__(self, other: _te.Self) -> bool:
...
@_t.overload
def __ge__(self, other: _t... | /_rustpy/_core/ordered.py | 0.751876 | 0.257362 | ordered.py | pypi |
from __future__ import annotations
import typing as _t
import typing_extensions as _te
@_te.final
class bool_:
def as_(self, cls: _t.Type[_CastableFromBool]) -> _CastableFromBool:
from .integer import (BaseSignedInteger,
BaseUnsignedInteger)
if issubclass(cls, type... | /_rustpy/_core/bool_.py | 0.812942 | 0.229794 | bool_.py | pypi |

<p align="center">
<a href="#license" alt="license">
<img alt="License" src="https://img.shields.io/github/license/avhz/RustQuant">
<a href="#build" alt="build">
<img alt="GitHub Workflow Status" src="https://img.shields.io/github/actions/workflow/status/avhz/RustQuant/r... | /RustQuant-0.0.17.tar.gz/RustQuant-0.0.17/README.md | 0.663124 | 0.829043 | README.md | pypi |
```
import pandas as pd
from sklearn.metrics import r2_score, accuracy_score
from sklearn.tree import DecisionTreeRegressor, DecisionTreeClassifier
from sklearn.ensemble import RandomForestRegressor, RandomForestClassifier
import rustrees.decision_tree as rt_dt
import rustrees.random_forest as rt_rf
import time
import ... | /rustrees-0.1.0.tar.gz/rustrees-0.1.0/python/notebooks/sklearn_vs_rustrees.ipynb | 0.642881 | 0.469338 | sklearn_vs_rustrees.ipynb | pypi |
# rustworkx
[](https://opensource.org/licenses/Apache-2.0)

[:
self.id = id
self.samples = samples
self.forest = forest
def name(self):
if hasattr(self, 'stored_name'):
return self.stored_na... | /rusty_axe_bbrener1-0.68-py3-none-any.whl/rusty_axe/sample_cluster.py | 0.828523 | 0.447158 | sample_cluster.py | pypi |
from rusty_axe.node import Node
import matplotlib.pyplot as plt
import matplotlib as mpl
from copy import copy, deepcopy
mpl.rcParams['figure.dpi'] = 100
class Tree:
def __init__(self, tree_json, forest):
self.root = Node(tree_json, self, forest, cache=forest.cache)
self.forest = forest
de... | /rusty_axe_bbrener1-0.68-py3-none-any.whl/rusty_axe/tree.py | 0.649245 | 0.45641 | tree.py | pypi |
from abc import abstractmethod
from dataclasses import dataclass
from typing import cast, TypeVar, Union, Callable, Generic, Iterator, Tuple, Dict, Any
from rusty_results.exceptions import UnwrapException
try:
from pydantic.fields import ModelField
except ImportError: # pragma: no cover
...
# base inner type ... | /rusty_results-1.1.1-py3-none-any.whl/rusty_results/prelude.py | 0.941674 | 0.440108 | prelude.py | pypi |
from mpi4py import MPI
import numpy as np
from rusty_tree import lib, ffi
from rusty_tree.types.iterator import Iterator
class DistributedTree:
"""
Wrapper for a DistributedTree structure in Rust. Used to create octrees
distributed via MPI from a set of N distributed Cartesian points with shape
(N,3)... | /rusty_tree-1.0.0-py3-none-manylinux_2_28_x86_64.whl/rusty_tree/distributed.py | 0.937326 | 0.364721 | distributed.py | pypi |
import numpy as np
from rusty_tree import lib, ffi
from rusty_tree.types.morton import MortonKey
from rusty_tree.types.point import Point
class IteratorProtocol:
"""
Wrapper defining an Iterator protocol implemented via Rust functions
exposed via the CFFI.
"""
def __init__(self, p_type, c_name, ... | /rusty_tree-1.0.0-py3-none-manylinux_2_28_x86_64.whl/rusty_tree/types/iterator.py | 0.872062 | 0.261935 | iterator.py | pypi |
import numpy as np
from rusty_tree import lib, ffi
class Domain:
def __init__(self, p_domain):
"""
Initialize a domain from a pointer to a Domain struct in Rust.
This constructor should not be used outside the class. Instead use the
provided class methods to construct a Domain ob... | /rusty_tree-1.0.0-py3-none-manylinux_2_28_x86_64.whl/rusty_tree/types/domain.py | 0.908858 | 0.420064 | domain.py | pypi |
import numpy as np
from rusty_tree import lib, ffi
class MortonKey:
def __init__(self, p_key):
"""
Initialize a MortonKey from a pointer to a MortonKey struct in Rust.
This constructor should not be used outside the class. Instead
use the provided class methods to construct a Mor... | /rusty_tree-1.0.0-py3-none-manylinux_2_28_x86_64.whl/rusty_tree/types/morton.py | 0.89765 | 0.360433 | morton.py | pypi |
import re
def is_valid_rut(rut: str) -> bool:
"""Determines if a given rut is valid
Arguments:
rut {str} -- Complete rut, including verification digit. It might
contain dots and a dash.
Returns:
bool -- True if rut is valid. False otherwise.
Raises:
ValueError: when ... | /rut_chile-2.0.1-py3-none-any.whl/rut_chile/rut_chile.py | 0.826467 | 0.655081 | rut_chile.py | pypi |
import json
import re
from pathlib import Path
from typing import Any, Dict, List, Text
import yaml
from pydantic import BaseModel
from ruth.nlu.model import ElementBuilder, Interpreter
def get_config(pipeline_path: Path) -> Dict[Text, Any]:
with open(pipeline_path, "r") as f:
return yaml.safe_load(f)
... | /ruth_nlu-0.0.6-py3-none-any.whl/ruth/cli/utills.py | 0.609757 | 0.152158 | utills.py | pypi |
import os
from pathlib import Path
from typing import Text
from urllib import request
import click
import matplotlib.pyplot as plt
import uvicorn as uvicorn
from fastapi import FastAPI
from fastapi.encoders import jsonable_encoder
from progressbar import progressbar
from rich import print as rprint
from rich.console i... | /ruth_nlu-0.0.6-py3-none-any.whl/ruth/cli/cli.py | 0.413951 | 0.202423 | cli.py | pypi |
from typing import Any, Dict, Text, Union
import numpy as np
from numpy import ndarray
from ruth.constants import TEXT
from scipy import sparse
class Feature:
def __init__(self, feature: Union[sparse.spmatrix, ndarray], origin: Text):
self.feature = feature
self.origin = origin
def is_sparse... | /ruth_nlu-0.0.6-py3-none-any.whl/ruth/shared/nlu/training_data/feature.py | 0.888825 | 0.437523 | feature.py | pypi |
from pathlib import Path
from typing import Any, Dict, List, Optional, Text
from ruth.constants import TEXT
from ruth.nlu.classifiers.constants import MODEL_NAME
from ruth.nlu.tokenizer.constants import MAX_LENGTH_FOR_PADDING
from ruth.nlu.tokenizer.tokenizer import Tokenizer
from ruth.shared.constants import ATTENTIO... | /ruth_nlu-0.0.6-py3-none-any.whl/ruth/nlu/tokenizer/hf_tokenizer.py | 0.915472 | 0.298696 | hf_tokenizer.py | pypi |
import logging
from collections import Counter
from pathlib import Path
from typing import Any, Dict, List, Text, Tuple
import torch
from numpy import argsort, fliplr, ndarray
from rich.console import Console
from ruth.constants import INTENT, INTENT_RANKING
from ruth.nlu.classifiers import LABEL_RANKING_LIMIT
from ru... | /ruth_nlu-0.0.6-py3-none-any.whl/ruth/nlu/classifiers/hf_classifier.py | 0.84489 | 0.280007 | hf_classifier.py | pypi |
import logging
from pathlib import Path
from typing import Any, Dict, List, Text, Tuple, Union
import sklearn
from numpy import argsort, fliplr, ndarray, reshape
from rich.console import Console
from ruth.constants import INTENT, INTENT_RANKING
from ruth.nlu.classifiers import LABEL_RANKING_LIMIT
from ruth.nlu.classif... | /ruth_nlu-0.0.6-py3-none-any.whl/ruth/nlu/classifiers/svm_classifier.py | 0.794943 | 0.324811 | svm_classifier.py | pypi |
import logging
from pathlib import Path
from typing import Any, Dict, Text, Tuple
import sklearn
from numpy import argsort, fliplr, ndarray, reshape
from ruth.constants import INTENT, INTENT_RANKING
from ruth.nlu.classifiers import LABEL_RANKING_LIMIT
from ruth.nlu.classifiers.ruth_classifier import IntentClassifier
f... | /ruth_nlu-0.0.6-py3-none-any.whl/ruth/nlu/classifiers/naive_bayes_classifier.py | 0.846006 | 0.327951 | naive_bayes_classifier.py | pypi |
import io
import os
from typing import Any, Dict, List, Optional, Text
from urllib import request
import numpy
from progressbar import progressbar
from ruth.nlu.classifiers.constants import MODEL_NAME
from ruth.nlu.constants import ELEMENT_UNIQUE_NAME
from ruth.nlu.featurizers.dense_featurizers.dense_featurizer import... | /ruth_nlu-0.0.6-py3-none-any.whl/ruth/nlu/featurizers/dense_featurizers/fast_text.py | 0.765418 | 0.298594 | fast_text.py | pypi |
import logging
from pathlib import Path
from typing import Any, Dict, List, Optional, Text
from rich.console import Console
from ruth.constants import TEXT
from ruth.nlu.featurizers.sparse_featurizers.constants import (
CLASS_FEATURIZER_UNIQUE_NAME,
)
from ruth.nlu.featurizers.sparse_featurizers.sparse_featurizer ... | /ruth_nlu-0.0.6-py3-none-any.whl/ruth/nlu/featurizers/sparse_featurizers/count_vector_featurizer.py | 0.845592 | 0.296807 | count_vector_featurizer.py | pypi |
import logging
from pathlib import Path
from typing import Any, Dict, List, Optional, Text
from rich.console import Console
from ruth.constants import TEXT
from ruth.nlu.featurizers.sparse_featurizers.constants import (
CLASS_FEATURIZER_UNIQUE_NAME,
)
from ruth.nlu.featurizers.sparse_featurizers.sparse_featurizer ... | /ruth_nlu-0.0.6-py3-none-any.whl/ruth/nlu/featurizers/sparse_featurizers/tfidf_vector_featurizer.py | 0.832645 | 0.279872 | tfidf_vector_featurizer.py | pypi |
from typing import Any, Dict, Text, Union
import numpy as np
from numpy import ndarray
from ruth.constants import TEXT
from scipy import sparse
class Feature:
def __init__(self, feature: Union[sparse.spmatrix, ndarray], origin: Text):
self.feature = feature
self.origin = origin
def is_sparse... | /ruth-py-0.0.5.tar.gz/ruth-py-0.0.5/src/ruth/shared/nlu/training_data/feature.py | 0.888825 | 0.437523 | feature.py | pypi |
from pathlib import Path
from typing import Any, Dict, List, Optional, Text
from ruth.constants import TEXT
from ruth.nlu.classifiers.constants import MODEL_NAME
from ruth.nlu.tokenizer.constants import MAX_LENGTH_FOR_PADDING
from ruth.nlu.tokenizer.tokenizer import Tokenizer
from ruth.shared.constants import ATTENTIO... | /ruth-py-0.0.5.tar.gz/ruth-py-0.0.5/src/ruth/nlu/tokenizer/hf_tokenizer.py | 0.915472 | 0.298696 | hf_tokenizer.py | pypi |
import logging
from collections import Counter
from pathlib import Path
from typing import Any, Dict, List, Text, Tuple
import torch
from numpy import argsort, fliplr
from rich.console import Console
from ruth.constants import INTENT, INTENT_RANKING
from ruth.nlu.classifiers import LABEL_RANKING_LIMIT
from ruth.nlu.cl... | /ruth-py-0.0.5.tar.gz/ruth-py-0.0.5/src/ruth/nlu/classifiers/hf_classifier.py | 0.835484 | 0.272294 | hf_classifier.py | pypi |
import logging
from pathlib import Path
from typing import Any, Dict, List, Text, Tuple, Union
import sklearn
from numpy import argsort, fliplr, ndarray, reshape
from rich.console import Console
from ruth.constants import INTENT, INTENT_RANKING
from ruth.nlu.classifiers import LABEL_RANKING_LIMIT
from ruth.nlu.classif... | /ruth-py-0.0.5.tar.gz/ruth-py-0.0.5/src/ruth/nlu/classifiers/svm_classifier.py | 0.781539 | 0.325856 | svm_classifier.py | pypi |
import logging
from pathlib import Path
from typing import Any, Dict, Text, Tuple
import sklearn
from numpy import argsort, fliplr, ndarray, reshape
from ruth.constants import INTENT, INTENT_RANKING
from ruth.nlu.classifiers import LABEL_RANKING_LIMIT
from ruth.nlu.classifiers.ruth_classifier import IntentClassifier
f... | /ruth-py-0.0.5.tar.gz/ruth-py-0.0.5/src/ruth/nlu/classifiers/naive_bayes_classifier.py | 0.846006 | 0.327951 | naive_bayes_classifier.py | pypi |
import io
import os
from typing import Any, Dict, List, Optional, Text
from urllib import request
import numpy
from progressbar import progressbar
from ruth.nlu.classifiers.constants import MODEL_NAME
from ruth.nlu.constants import ELEMENT_UNIQUE_NAME
from ruth.nlu.featurizers.dense_featurizers.dense_featurizer import... | /ruth-py-0.0.5.tar.gz/ruth-py-0.0.5/src/ruth/nlu/featurizers/dense_featurizers/fast_text.py | 0.68742 | 0.278315 | fast_text.py | pypi |
import logging
from pathlib import Path
from typing import Any, Dict, List, Optional, Text
from rich.console import Console
from ruth.constants import TEXT
from ruth.nlu.featurizers.sparse_featurizers.constants import (
CLASS_FEATURIZER_UNIQUE_NAME,
)
from ruth.nlu.featurizers.sparse_featurizers.sparse_featurizer ... | /ruth-py-0.0.5.tar.gz/ruth-py-0.0.5/src/ruth/nlu/featurizers/sparse_featurizers/count_vector_featurizer.py | 0.845592 | 0.296807 | count_vector_featurizer.py | pypi |
import logging
from pathlib import Path
from typing import Any, Dict, List, Optional, Text
from rich.console import Console
from ruth.constants import TEXT
from ruth.nlu.featurizers.sparse_featurizers.constants import (
CLASS_FEATURIZER_UNIQUE_NAME,
)
from ruth.nlu.featurizers.sparse_featurizers.sparse_featurizer ... | /ruth-py-0.0.5.tar.gz/ruth-py-0.0.5/src/ruth/nlu/featurizers/sparse_featurizers/tfidf_vector_featurizer.py | 0.832645 | 0.279872 | tfidf_vector_featurizer.py | pypi |
import json
import re
from pathlib import Path
from typing import Any, Dict, List, Text
import yaml
from pydantic import BaseModel
from ruth.nlu.model import ElementBuilder, Interpreter
def get_config(pipeline_path: Path) -> Dict[Text, Any]:
with open(pipeline_path, "r") as f:
return yaml.safe_load(f)
... | /ruth_python-0.0.8-py3-none-any.whl/ruth/cli/utills.py | 0.644001 | 0.153803 | utills.py | pypi |
from typing import Any, Dict, Text, Union
import numpy as np
from numpy import ndarray
from ruth.constants import TEXT
from scipy import sparse
class Feature:
def __init__(self, feature: Union[sparse.spmatrix, ndarray], origin: Text):
self.feature = feature
self.origin = origin
def is_sparse... | /ruth_python-0.0.8-py3-none-any.whl/ruth/shared/nlu/training_data/feature.py | 0.888825 | 0.437523 | feature.py | pypi |
from pathlib import Path
from typing import Any, Dict, List, Optional, Text
from ruth.constants import TEXT
from ruth.nlu.classifiers.constants import MODEL_NAME
from ruth.nlu.tokenizer.constants import MAX_LENGTH_FOR_PADDING
from ruth.nlu.tokenizer.tokenizer import Tokenizer
from ruth.shared.constants import ATTENTIO... | /ruth_python-0.0.8-py3-none-any.whl/ruth/nlu/tokenizer/hf_tokenizer.py | 0.915472 | 0.298696 | hf_tokenizer.py | pypi |
import logging
from collections import Counter
from pathlib import Path
from typing import Any, Dict, List, Text, Tuple
import torch
from numpy import argsort, fliplr, ndarray
from rich.console import Console
from ruth.constants import INTENT, INTENT_RANKING
from ruth.nlu.classifiers import LABEL_RANKING_LIMIT
from ru... | /ruth_python-0.0.8-py3-none-any.whl/ruth/nlu/classifiers/hf_classifier.py | 0.84489 | 0.280007 | hf_classifier.py | pypi |
import logging
from pathlib import Path
from typing import Any, Dict, List, Text, Tuple, Union
import sklearn
from numpy import argsort, fliplr, ndarray, reshape
from rich.console import Console
from ruth.constants import INTENT, INTENT_RANKING
from ruth.nlu.classifiers import LABEL_RANKING_LIMIT
from ruth.nlu.classif... | /ruth_python-0.0.8-py3-none-any.whl/ruth/nlu/classifiers/svm_classifier.py | 0.794943 | 0.324811 | svm_classifier.py | pypi |
import logging
from pathlib import Path
from typing import Any, Dict, Text, Tuple
import sklearn
from numpy import argsort, fliplr, ndarray, reshape
from ruth.constants import INTENT, INTENT_RANKING
from ruth.nlu.classifiers import LABEL_RANKING_LIMIT
from ruth.nlu.classifiers.ruth_classifier import IntentClassifier
f... | /ruth_python-0.0.8-py3-none-any.whl/ruth/nlu/classifiers/naive_bayes_classifier.py | 0.846006 | 0.327951 | naive_bayes_classifier.py | pypi |
import io
import os
from typing import Any, Dict, List, Optional, Text
from urllib import request
import numpy
from progressbar import progressbar
from ruth.nlu.classifiers.constants import MODEL_NAME
from ruth.nlu.constants import ELEMENT_UNIQUE_NAME
from ruth.nlu.featurizers.dense_featurizers.dense_featurizer import... | /ruth_python-0.0.8-py3-none-any.whl/ruth/nlu/featurizers/dense_featurizers/fast_text.py | 0.68742 | 0.278315 | fast_text.py | pypi |
import logging
from pathlib import Path
from typing import Any, Dict, List, Optional, Text
from rich.console import Console
from ruth.constants import TEXT
from ruth.nlu.featurizers.sparse_featurizers.constants import (
CLASS_FEATURIZER_UNIQUE_NAME,
)
from ruth.nlu.featurizers.sparse_featurizers.sparse_featurizer ... | /ruth_python-0.0.8-py3-none-any.whl/ruth/nlu/featurizers/sparse_featurizers/count_vector_featurizer.py | 0.845592 | 0.296807 | count_vector_featurizer.py | pypi |
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