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hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/migrations/versions/4fe4c96ad3dd_resetting_storage.py
null
null
null
null
null
null
Python
2026-05-04T01:56:50.744400
"""Resetting storage Revision ID: 4fe4c96ad3dd Revises: d02fb88a3355 Create Date: 2026-02-03 13:58:33.470435 """ from typing import Sequence, Union from alembic import op import sqlalchemy as sa # revision identifiers, used by Alembic. revision: str = "4fe4c96ad3dd" down_revision: Union[str, Sequence[str], None] =...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/migrations/versions/f45484bf96b0_update_deployment.py
null
null
null
null
null
null
Python
2026-05-04T01:56:50.745316
"""Update deployment Revision ID: f45484bf96b0 Revises: b6bd1dff4015 Create Date: 2026-01-21 12:48:15.025887 """ from typing import Sequence, Union import sqlalchemy as sa from alembic import op # revision identifiers, used by Alembic. revision: str = "f45484bf96b0" down_revision: Union[str, Sequence[str], None] =...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/migrations/versions/d02fb88a3355_add_deployment_image.py
null
null
null
null
null
null
Python
2026-05-04T01:56:50.747501
"""Add deployment image Revision ID: d02fb88a3355 Revises: f45484bf96b0 Create Date: 2026-02-01 14:51:05.125947 """ from typing import Sequence, Union from alembic import op import sqlalchemy as sa # revision identifiers, used by Alembic. revision: str = 'd02fb88a3355' down_revision: Union[str, Sequence[str], None...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/migrations/versions/454328a03102_initial.py
null
null
null
null
null
null
Python
2026-05-04T01:56:51.460287
"""Initial schema Revision ID: 454328a03102 Revises: Create Date: 2025-08-21 03:10:16.158338 """ from typing import Sequence, Union from alembic import op import sqlalchemy as sa # revision identifiers, used by Alembic. revision: str = "454328a03102" down_revision: Union[str, Sequence[str], None] = None branch_la...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/models.py
null
null
null
null
null
null
Python
2026-05-04T01:56:51.573572
from __future__ import annotations from sqlalchemy import ( BigInteger, Boolean, Enum as SQLAEnum, JSON, String, Text, ForeignKey, UniqueConstraint, Index, event, select, update, func, ) from sqlalchemy.dialects.postgresql import JSONB from sqlalchemy.ext.asyncio impo...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/migrations/versions/31fe53421216_tokens_invalid_before.py
null
null
null
null
null
null
Python
2026-05-04T01:56:51.687145
"""Add tokens invalid before column to user table Revision ID: 31fe53421216 Revises: 87a893d57c86 Create Date: 2025-12-29 14:27:16.803188 """ from typing import Sequence, Union from alembic import op import sqlalchemy as sa # revision identifiers, used by Alembic. revision: str = "31fe53421216" down_revision: Uni...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/migrations/env.py
null
null
null
null
null
null
Python
2026-05-04T01:56:51.800695
from logging.config import fileConfig from sqlalchemy import create_engine, pool from alembic import context from config import get_settings # this is the Alembic Config object, which provides # access to the values within the .ini file in use. config = context.config # Interpret the config file for Python logging. #...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/migrations/versions/87a893d57c86_allowlist.py
null
null
null
null
null
null
Python
2026-05-04T01:56:51.912734
"""Add allowlist table Revision ID: 87a893d57c86 Revises: 454328a03102 Create Date: 2025-11-13 04:44:28.018622 """ from typing import Sequence, Union from alembic import op import sqlalchemy as sa # revision identifiers, used by Alembic. revision: str = "87a893d57c86" down_revision: Union[str, Sequence[str], None...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/routers/admin.py
null
null
null
null
null
null
Python
2026-05-04T01:56:52.027843
import logging import os import re import json import httpx from datetime import datetime, timezone from fastapi import APIRouter, Request, Depends, Query from starlette.responses import RedirectResponse from sqlalchemy.ext.asyncio import AsyncSession from sqlalchemy import select, or_ from arq.connections import ArqRe...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/routers/project.py
null
null
null
null
null
null
Python
2026-05-04T01:56:52.116339
from fastapi import APIRouter, Depends, Request, Query, HTTPException import httpx from fastapi.responses import Response, RedirectResponse from sqlalchemy import select, update from sqlalchemy.ext.asyncio import AsyncSession from sqlalchemy.orm import selectinload from datetime import datetime, timedelta, timezone fro...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/routers/team.py
null
null
null
null
null
null
Python
2026-05-04T01:56:52.135185
import os import logging from typing import Any from datetime import timedelta from fastapi import APIRouter, Depends, Request, Query, HTTPException from fastapi.responses import RedirectResponse, Response from sqlalchemy import select, func from sqlalchemy.ext.asyncio import AsyncSession from sqlalchemy.orm import se...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/routers/user.py
null
null
null
null
null
null
Python
2026-05-04T01:56:52.247304
import logging import os from fastapi import APIRouter, Request, Depends, Query from sqlalchemy.orm import joinedload from starlette.responses import RedirectResponse, Response from sqlalchemy.ext.asyncio import AsyncSession from sqlalchemy import select, delete, insert from arq.connections import ArqRedis from typing ...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/services/deployment.py
null
null
null
null
null
null
Python
2026-05-04T01:56:52.377277
import os import re import tempfile import yaml import aiodocker import logging from datetime import datetime, timezone from pathlib import Path from sqlalchemy import or_, select from sqlalchemy.ext.asyncio import AsyncSession from redis.asyncio import Redis from arq.connections import ArqRedis from arq.jobs import Jo...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/services/domain.py
null
null
null
null
null
null
Python
2026-05-04T01:56:52.507135
import dns.resolver from sqlalchemy import select from sqlalchemy.ext.asyncio import AsyncSession from config import Settings from models import Deployment class DomainService: def __init__(self, settings: Settings): self.server_ip = settings.server_ip self.deploy_domain = settings.deploy_domain ...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/services/github.py
null
null
null
null
null
null
Python
2026-05-04T01:56:52.608889
import httpx import jwt import time from typing import Any from email.utils import parsedate_to_datetime class GitHubService: def __init__( self, client_id: str, client_secret: str, app_id: str, private_key: str ): self.client_id = client_id self.client_secret = client_secret s...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/services/loki.py
null
null
null
null
null
null
Python
2026-05-04T01:56:52.722413
import httpx import re import time from typing import List, Dict, Any import logging from utils.log import epoch_nano_to_iso, parse_structured_log logger = logging.getLogger(__name__) class LokiService: def __init__(self, loki_url: str = "http://loki:3100"): self.loki_url = loki_url self.client ...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/services/github_installation.py
null
null
null
null
null
null
Python
2026-05-04T01:56:52.722930
from sqlalchemy.ext.asyncio import AsyncSession from sqlalchemy import select from datetime import datetime, timezone from models import GithubInstallation from services.github import GitHubService class GitHubInstallationService: def __init__(self, github_service: GitHubService): self.github_service = g...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/services/preset_detector.py
null
null
null
null
null
null
Python
2026-05-04T01:56:52.836810
"""Preset detection service for automatically identifying project types.""" import fnmatch import json import logging from typing import Optional from services.github import GitHubService logger = logging.getLogger(__name__) class PresetDetector: """Detect preset from repository files. Uses GitHub's git t...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/services/registry.py
null
null
null
null
null
null
Python
2026-05-04T01:56:52.968192
import copy import json import logging from dataclasses import dataclass from pathlib import Path from urllib.parse import urlparse import httpx from pydantic import BaseModel, TypeAdapter, ValidationError logger = logging.getLogger(__name__) class PresetVariantConfigSetting(BaseModel): runner: str | None = Non...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/utils/access.py
null
null
null
null
null
null
Python
2026-05-04T01:56:53.080882
import re from typing import Any import httpx from sqlalchemy import func, select from sqlalchemy.ext.asyncio import AsyncSession from models import Allowlist def _empty_entry() -> dict[str, Any]: return { "signature": None, "emails": set(), "domains": set(), "regex": [], } ...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/utils/color.py
null
null
null
null
null
null
Python
2026-05-04T01:56:53.232260
from functools import lru_cache COLORS = [ 'blue', 'indigo', 'violet', 'purple', 'fuchsia', 'pink', 'rose', 'red', 'orange', 'amber', 'yellow', 'lime', 'green', 'emerald', 'teal', 'cyan', 'sky', ] @lru_cache def get_color(id: str | int) -> str: "...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/utils/email.py
null
null
null
null
null
null
Python
2026-05-04T01:56:53.345285
from smtplib import SMTP from email.mime.multipart import MIMEMultipart from email.mime.text import MIMEText import resend from config import Settings def send_email_by_resend( recipients: list[str], subject: str, data: str, settings: Settings ) -> None: resend.api_key = settings.resend_api_key resend.E...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/utils/environment.py
null
null
null
null
null
null
Python
2026-05-04T01:56:53.352131
def get_environment_for_branch(branch, environments) -> dict | None: """ Find the highest priority environment that matches a branch. Args: branch: The branch name environments: List of environments in priority order (highest first) Returns: The matching environment or ...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/utils/log.py
null
null
null
null
null
null
Python
2026-05-04T01:56:53.465442
import json import re from datetime import datetime, timezone LEVEL_ALIASES = { "debug": "DEBUG", "info": "INFO", "success": "SUCCESS", "warn": "WARNING", "warning": "WARNING", "error": "ERROR", "fatal": "CRITICAL", "critical": "CRITICAL", } LEVEL_PATTERN = re.compile( r"""(?ix) ...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/utils/pagination.py
null
null
null
null
null
null
Python
2026-05-04T01:56:53.578261
from sqlalchemy import select, func from sqlalchemy.ext.asyncio import AsyncSession async def paginate(db: AsyncSession, query, page=1, per_page=25): offset = (page - 1) * per_page # Get total count count_query = select(func.count()).select_from(query.subquery()) total = (await db.execute(count_qu...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/utils/project.py
null
null
null
null
null
null
Python
2026-05-04T01:56:53.690618
from sqlalchemy import select from models import Project, Deployment async def get_latest_projects(db, team, current_project=None, limit=4): query = ( select(Project) .where(Project.status != "deleted", Project.team_id == team.id) .order_by(Project.updated_at.desc()) ) if limit: ...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/utils/storage.py
null
null
null
null
null
null
Python
2026-05-04T01:56:53.832031
import sqlite3 import time WRITE_KEYWORDS = { "insert", "update", "delete", "replace", "create", "drop", "alter", "truncate", "vacuum", "reindex", "pragma", } def is_write_query(sql: str) -> bool: statement = sql.strip() while statement.startswith("--") or stateme...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/utils/urls.py
null
null
null
null
null
null
Python
2026-05-04T01:56:53.962648
from urllib.parse import unquote, urlparse from fastapi import Request def _validated_redirect_target( request: Request | None, candidate: str | None, allow_absolute: bool = False, ) -> str | None: """Validate a redirect target; allow same-origin absolute URLs only when enabled.""" if not candida...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/utils/team.py
null
null
null
null
null
null
Python
2026-05-04T01:56:54.036150
from sqlalchemy import select from models import Team, TeamMember async def get_latest_teams(db, current_user, current_team=None, limit=4): query = ( select(Team) .join(TeamMember, Team.id == TeamMember.team_id) .where(Team.status != "deleted", TeamMember.user_id == current_user.id) ...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/utils/user.py
null
null
null
null
null
null
Python
2026-05-04T01:56:54.076512
from sqlalchemy.ext.asyncio import AsyncSession from sqlalchemy import select, func import re from models import User, UserIdentity def sanitize_username(username: str) -> str: sanitized = re.sub(r"[^\w-]", "-", username.lower()) return re.sub(r"-+", "-", sanitized).strip("-") async def get_user_by_email(d...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/workers/jobs.py
null
null
null
null
null
null
Python
2026-05-04T01:56:54.188806
import logging from arq.connections import RedisSettings from workers.tasks.deployment import ( start_deployment, finalize_deployment, fail_deployment, delete_container, cleanup_inactive_containers, ) from workers.tasks.project import delete_project from workers.tasks.storage import provision_storag...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/workers/monitor.py
null
null
null
null
null
null
Python
2026-05-04T01:56:54.245849
import asyncio import logging import aiodocker from sqlalchemy import select, exc, inspect from arq.connections import ArqRedis, RedisSettings, create_pool import httpx from datetime import datetime, timezone from config import get_settings from db import AsyncSessionLocal from models import Deployment from services.d...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/workers/tasks/deployment.py
null
null
null
null
null
null
Python
2026-05-04T01:56:54.431180
import asyncio import aiodocker import logging from sqlalchemy import select, true from sqlalchemy.orm import joinedload from pathlib import Path import shlex from models import Alias, Deployment, Project from db import AsyncSessionLocal from dependencies import ( get_redis_client, get_github_installation_serv...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/workers/tasks/project.py
null
null
null
null
null
null
Python
2026-05-04T01:56:54.561567
import logging import os import time import aiodocker from sqlalchemy import select, delete from config import get_settings from db import AsyncSessionLocal from models import Alias, Deployment, Domain, Project, StorageProject logger = logging.getLogger(__name__) async def delete_project(ctx, project_id: str, batc...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/workers/tasks/registry.py
null
null
null
null
null
null
Python
2026-05-04T01:56:54.674394
import logging import aiodocker from pathlib import Path from config import get_settings from services.registry import RegistryService logger = logging.getLogger(__name__) async def pull_runner_image(ctx, runner_slug: str): settings = get_settings() registry_service = RegistryService(Path(settings.data_dir)...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/routers/event.py
null
null
null
null
null
null
Python
2026-05-04T01:56:56.385056
import logging from fastapi import APIRouter, Depends, Request, Query from fastapi.responses import StreamingResponse from redis.asyncio import Redis import asyncio import time from typing import Any from datetime import datetime from models import Team, Project, Deployment, User from dependencies import ( get_cur...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/routers/github.py
null
null
null
null
null
null
Python
2026-05-04T01:56:56.406890
import logging import hmac import hashlib from fastapi import APIRouter, Request, Depends, HTTPException from fastapi.responses import RedirectResponse, Response from sqlalchemy.ext.asyncio import AsyncSession from sqlalchemy import select, update from redis.asyncio import Redis from arq.connections import ArqRedis imp...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/routers/auth.py
null
null
null
null
null
null
Python
2026-05-04T01:56:56.407646
from typing import Annotated import logging from fastapi import APIRouter, Request, Depends, HTTPException from starlette.responses import RedirectResponse from authlib.jose import jwt from sqlalchemy.ext.asyncio import AsyncSession from sqlalchemy import select from sqlalchemy.exc import IntegrityError from sqlalchemy...
hunvreus/devpush
https://github.com/hunvreus/devpush
null
null
null
null
4,640
null
null
mit
null
null
null
null
null
null
null
app/routers/google.py
null
null
null
null
null
null
Python
2026-05-04T01:56:56.476474
from fastapi import APIRouter, Request, Depends from fastapi.responses import RedirectResponse from sqlalchemy.ext.asyncio import AsyncSession from sqlalchemy import select from dependencies import ( get_current_user, get_google_oauth_client, get_google_user_info, flash, get_db, get_translation...
instillai/deep-learning-roadmap
https://github.com/instillai/deep-learning-roadmap
null
null
null
null
4,637
null
null
mit
null
null
null
null
null
null
null
conf.py
null
null
null
null
null
null
Python
2026-05-04T01:56:59.327475
import os import sys import sphinx_rtd_theme sys.path.insert(0, os.path.abspath('_ext')) # from recommonmark.parser import CommonMarkParser sys.path.insert(0, os.path.abspath('..')) sys.path.append(os.path.dirname(__file__)) # os.environ.setdefault("DJANGO_SETTINGS_MODULE", "readthedocs.settings.dev") # from django....
instillai/deep-learning-roadmap
https://github.com/instillai/deep-learning-roadmap
null
null
null
null
4,637
null
null
mit
null
null
null
null
null
null
null
source/conf.py
null
null
null
null
null
null
Python
2026-05-04T01:56:59.328171
import os import sys import sphinx_rtd_theme sys.path.insert(0, os.path.abspath('_ext')) # from recommonmark.parser import CommonMarkParser sys.path.insert(0, os.path.abspath('..')) sys.path.append(os.path.dirname(__file__)) # os.environ.setdefault("DJANGO_SETTINGS_MODULE", "readthedocs.settings.dev") # from django....
Blealtan/efficient-kan
https://github.com/Blealtan/efficient-kan
null
null
null
null
4,633
null
null
mit
null
null
null
null
null
null
null
examples/mnist.py
null
null
null
null
null
null
Python
2026-05-04T01:57:01.609656
from efficient_kan import KAN # Train on MNIST import torch import torch.nn as nn import torch.optim as optim import torchvision import torchvision.transforms as transforms from torch.utils.data import DataLoader from tqdm import tqdm # Load MNIST transform = transforms.Compose( [transforms.ToTensor(), transforms...
Blealtan/efficient-kan
https://github.com/Blealtan/efficient-kan
null
null
null
null
4,633
null
null
mit
null
null
null
null
null
null
null
src/efficient_kan/kan.py
null
null
null
null
null
null
Python
2026-05-04T01:57:01.621214
import torch import torch.nn.functional as F import math class KANLinear(torch.nn.Module): def __init__( self, in_features, out_features, grid_size=5, spline_order=3, scale_noise=0.1, scale_base=1.0, scale_spline=1.0, enable_standalone_scale_...
Blealtan/efficient-kan
https://github.com/Blealtan/efficient-kan
null
null
null
null
4,633
null
null
mit
null
null
null
null
null
null
null
tests/test_simple_math.py
null
null
null
null
null
null
Python
2026-05-04T01:57:01.691095
import torch import torch.nn as nn from tqdm import tqdm from efficient_kan import KAN def test_mul(): kan = KAN([2, 2, 1], base_activation=nn.Identity) optimizer = torch.optim.LBFGS(kan.parameters(), lr=1) with tqdm(range(100)) as pbar: for i in pbar: loss, reg_loss = None, None ...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char00 Conventional Algorithms/Sarsa.py
null
null
null
null
null
null
Python
2026-05-04T01:57:04.341842
import numpy as np import pandas as pd import matplotlib.pyplot as plt import time ALPHA = 0.1 GAMMA = 0.95 EPSILION = 0.9 N_STATE = 6 ACTIONS = ['left', 'right'] MAX_EPISODES = 200 FRESH_TIME = 0.1 def build_q_table(n_state, actions): q_table = pd.DataFrame( np.zeros((n_state, len(actions))), np.arange(...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char00 Conventional Algorithms/gridworld.py
null
null
null
null
null
null
Python
2026-05-04T01:57:04.343220
import numpy as np class GridWorld: def __init__(self, tot_row, tot_col): self.action_space_size = 4 self.world_row = tot_row self.world_col = tot_col #The world is a matrix of size row x col x 2 #The first layer contains the obstacles #The second layer contains th...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char01 DQN/DQN_mountain_car_v1.py
null
null
null
null
null
null
Python
2026-05-04T01:57:04.344425
import numpy as np import torch import torch.nn as nn import torch.nn.functional as F from torch import optim import matplotlib.pyplot as plt import gym #hyper parameters EPSILON = 0.9 GAMMA = 0.9 LR = 0.01 MEMORY_CAPACITY = 2000 Q_NETWORK_ITERATION = 100 BATCH_SIZE = 32 EPISODES = 400 env = gym.make('MountainCar-v0...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char01 DQN/DQN.py
null
null
null
null
null
null
Python
2026-05-04T01:57:04.344991
import torch import torch.nn as nn import torch.nn.functional as F import numpy as np import gym import matplotlib.pyplot as plt import copy # hyper-parameters BATCH_SIZE = 128 LR = 0.01 GAMMA = 0.90 EPISILO = 0.9 MEMORY_CAPACITY = 2000 Q_NETWORK_ITERATION = 100 env = gym.make("CartPole-v0") env = env.unwrapped NUM_A...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char00 Conventional Algorithms/Q-learning.py
null
null
null
null
null
null
Python
2026-05-04T01:57:04.663800
import numpy as np import pandas as pd import matplotlib.pyplot as plt import time ALPHA = 0.1 GAMMA = 0.95 EPSILION = 0.9 N_STATE = 20 ACTIONS = ['left', 'right'] MAX_EPISODES = 200 FRESH_TIME = 0.1 def build_q_table(n_state, actions): q_table = pd.DataFrame( np.zeros((n_state, len(actions))), np.arange(...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char02 Policy Gradient/REINFORCE.py
null
null
null
null
null
null
Python
2026-05-04T01:57:04.665976
import argparse import gym import numpy as np from itertools import count import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as optim from torch.distributions import Categorical parser = argparse.ArgumentParser(description='PyTorch REINFORCE example') parser.add_argument('--gamma',...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char01 DQN/DQN_MountainCar-v0.py
null
null
null
null
null
null
Python
2026-05-04T01:57:04.667361
import argparse import pickle from collections import namedtuple from itertools import count import os, time import numpy as np import matplotlib.pyplot as plt import gym import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as optim from torch.distributions import Normal, Categorical ...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char01 DQN/naiveDQN.py
null
null
null
null
null
null
Python
2026-05-04T01:57:04.753439
# Nota that this network won't work because the reward is always 1 import torch import torch.nn as nn import torch.nn.functional as F import numpy as np import gym # hyper-parameters BATCH_SIZE = 128 LR = 0.01 GAMMA = 0.90 EPISILO = 0.9 MEMORY_CAPACITY = 20000 Q_NETWORK_ITERATION = 100 env = gym.make("CartPole-v0") ...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char01 DQN/DQN_CartPole-v0.py
null
null
null
null
null
null
Python
2026-05-04T01:57:04.776777
import argparse import pickle from collections import namedtuple from itertools import count import os, time import numpy as np import matplotlib.pyplot as plt import gym import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as optim from torch.distributions import Normal, Categorical ...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char02 Policy Gradient/pytorch_MountainCar-v0.py
null
null
null
null
null
null
Python
2026-05-04T01:57:05.508122
# MountainCar V0 import numpy as np import gym import matplotlib.pyplot as plt from itertools import count import torch import torch.nn as nn from torch.nn import functional as F from torch.optim import adam from torch.distributions import Categorical env = gym.make('MountainCar-v0') env = env.unwrapped env.seed(1) ...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char02 Policy Gradient/naive-policy-gradient.py
null
null
null
null
null
null
Python
2026-05-04T01:57:05.509131
import numpy as np import gym import matplotlib.pyplot as plt from itertools import count import torch import torch.nn as nn import torch.nn.functional as F from torch.autograd import Variable from torch.distributions import Categorical #Hyperparameters learning_rate = 0.01 gamma = 0.98 num_episode = 5000 batch_siz...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char02 Policy Gradient/Run_Model.py
null
null
null
null
null
null
Python
2026-05-04T01:57:05.510423
# MountainCar V0 # import numpy as np import gym import matplotlib.pyplot as plt from itertools import count import torch import torch.nn as nn from torch.nn import functional as F from torch.optim import adam from torch.distributions import Categorical env = gym.make('MountainCar-v0') env = env.unwrapped env.seed(1)...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char02 Policy Gradient/REINFORCE_with_Baseline.py
null
null
null
null
null
null
Python
2026-05-04T01:57:05.620207
import torch.nn as nn import torch.nn.functional as F import gym import torch from torch.distributions import Categorical import torch.optim as optim from copy import deepcopy import argparse import matplotlib.pyplot as plt from tensorboardX import SummaryWriter from torch.nn.utils import clip_grad_norm_ render = Fa...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char07 PPO/PPO_CartPole_v0.py
null
null
null
null
null
null
Python
2026-05-04T01:57:06.085281
import argparse import pickle from collections import namedtuple from itertools import count import os, time import numpy as np import matplotlib.pyplot as plt import gym import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as optim from torch.distributions import Normal, Categorical ...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char07 PPO/PPO2.py
null
null
null
null
null
null
Python
2026-05-04T01:57:06.103486
import argparse import pickle from collections import namedtuple import os import numpy as np import matplotlib.pyplot as plt import gym import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as optim from torch.distributions import Normal from torch.utils.data.sampler import BatchSamp...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char07 PPO/PPO_MountainCar-v0.py
null
null
null
null
null
null
Python
2026-05-04T01:57:06.149032
import argparse import pickle from collections import namedtuple from itertools import count import os, time import numpy as np import matplotlib.pyplot as plt import gym import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as optim from torch.distributions import Normal, Categorical ...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char04 A2C/A2C.py
null
null
null
null
null
null
Python
2026-05-04T01:57:06.261439
import math import random import gym import numpy as np import torch import torch.nn as nn import torch.optim as optim import torch.nn.functional as F from torch.distributions import Categorical import matplotlib.pyplot as plt use_cuda = torch.cuda.is_available() device = torch.device("cuda" if use_cuda else "cp...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char03 Actor-Critic/AC_CartPole-v0.py
null
null
null
null
null
null
Python
2026-05-04T01:57:06.271065
import gym, os import numpy as np import matplotlib.pyplot as plt from itertools import count from collections import namedtuple import torch import torch.nn as nn import torch.optim as optim import torch.nn.functional as F from torch.distributions import Categorical #Parameters env = gym.make('CartPole-v0') env = en...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char03 Actor-Critic/AC_MountainCar-v0.py
null
null
null
null
null
null
Python
2026-05-04T01:57:06.272034
import gym, os import numpy as np import matplotlib.pyplot as plt from itertools import count from collections import namedtuple import torch import torch.nn as nn from torch.nn import functional as F from torch.optim import Adam from torch.distributions import Categorical from torch.nn.functional import smooth_l1_lo...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char07 PPO/PPO_pendulum.py
null
null
null
null
null
null
Python
2026-05-04T01:57:06.279865
import argparse import pickle from collections import namedtuple import matplotlib.pyplot as plt import gym import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as optim from torch.distributions import Normal from torch.utils.data.sampler import BatchSampler, SubsetRandomSampler pars...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char09 SAC/SAC.py
null
null
null
null
null
null
Python
2026-05-04T01:57:06.647142
import argparse import pickle from collections import namedtuple from itertools import count import os import numpy as np import gym import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as optim from torch.distributions import Normal from torch.autograd import grad from torch.utils.d...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char09 SAC/SAC_BipedalWalker-v2.py
null
null
null
null
null
null
Python
2026-05-04T01:57:06.699338
import argparse from collections import namedtuple from itertools import count import pickle import os, random import numpy as np import gym import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as optim from torch.distributions import Normal from tensorboardX import SummaryWriter ''...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char09 SAC/SAC_dual_Q_net.py
null
null
null
null
null
null
Python
2026-05-04T01:57:06.727202
import argparse from collections import namedtuple from itertools import count import os import numpy as np import gym import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as optim from torch.distributions import Normal from tensorboardX import SummaryWriter ''' Implementation of s...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char10 TD3/TD3.py
null
null
null
null
null
null
Python
2026-05-04T01:57:06.827892
import argparse from collections import namedtuple from itertools import count import os, sys, random import numpy as np import gym import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as optim from torch.distributions import Normal from tensorboardX import SummaryWriter device = 'cu...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char09 SAC/test_agent.py
null
null
null
null
null
null
Python
2026-05-04T01:57:06.837695
import argparse from collections import namedtuple from itertools import count import pickle import os import numpy as np import gym import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as optim from torch.distributions import Normal from tensorboardX import SummaryWriter ''' Implem...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
More/plot.py
null
null
null
null
null
null
Python
2026-05-04T01:57:06.849779
import pandas as pd import numpy as np import seaborn as sns import matplotlib.pyplot as plt import re import os sns.set(style='darkgrid') def get_info(filename): filename = filename.replace('.npy', '') # remove .npy algo, env, seed = re.split('_', filename) seed = int(seed) return algo, env, seed de...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char10 TD3/TD3_BipedalWalker-v2.py
null
null
null
null
null
null
Python
2026-05-04T01:57:06.874467
import argparse from collections import namedtuple from itertools import count import os, sys, random import numpy as np import gym import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as optim from torch.distributions import Normal from tensorboardX import SummaryWriter device = 'cu...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char02 Policy Gradient/PolicyGradient.py
null
null
null
null
null
null
Python
2026-05-04T01:57:06.875150
import argparse import gym import numpy as np from itertools import count import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as optim import matplotlib.pyplot as plt from torch.distributions import Categorical parser = argparse.ArgumentParser(description='PyTorch REINFORCE exampl...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char05 DDPG/DDPG.py
null
null
null
null
null
null
Python
2026-05-04T01:57:10.557834
import argparse from itertools import count import os, sys, random import numpy as np import gym import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as optim from torch.distributions import Normal from tensorboardX import SummaryWriter ''' Implementation of Deep Deterministic Policy...
sweetice/Deep-reinforcement-learning-with-pytorch
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
null
null
null
null
4,619
null
null
mit
null
null
null
null
null
null
null
Char04 A2C/multiprocessing_env.py
null
null
null
null
null
null
Python
2026-05-04T01:57:10.559947
#This code is from openai baseline #https://github.com/openai/baselines/tree/master/baselines/common/vec_env import numpy as np from multiprocessing import Process, Pipe def worker(remote, parent_remote, env_fn_wrapper): parent_remote.close() env = env_fn_wrapper.x() while True: cmd, data = remote...
luosiallen/latent-consistency-model
https://github.com/luosiallen/latent-consistency-model
null
null
null
null
4,617
null
null
mit
null
null
null
null
null
null
null
predict.py
null
null
null
null
null
null
Python
2026-05-04T01:57:13.600773
# Prediction interface for Cog ⚙️ # https://github.com/replicate/cog/blob/main/docs/python.md import os import torch from diffusers import DiffusionPipeline from cog import BasePredictor, Input, Path class Predictor(BasePredictor): def setup(self) -> None: """Load the model into memory to make running mu...
luosiallen/latent-consistency-model
https://github.com/luosiallen/latent-consistency-model
null
null
null
null
4,617
null
null
mit
null
null
null
null
null
null
null
tungsten_model.py
null
null
null
null
null
null
Python
2026-05-04T01:57:13.631301
""" Tungsten model definition Reference: https://github.com/tungsten-ai/tungstenkit Before start building a model, download weights & pipeline definition: $ git lfs install $ git clone https://huggingface.co/SimianLuo/LCM_Dreamshaper_v7 """ import os import random import sys from typing import List import torch from...
luosiallen/latent-consistency-model
https://github.com/luosiallen/latent-consistency-model
null
null
null
null
4,617
null
null
mit
null
null
null
null
null
null
null
local_gradio/app.py
null
null
null
null
null
null
Python
2026-05-04T01:57:13.635228
from __future__ import annotations import os import random import time import gradio as gr import numpy as np import PIL.Image import torch try: import intel_extension_for_pytorch as ipex except: pass from diffusers import DiffusionPipeline import torch import os import torch from tqdm import tqdm from con...
luosiallen/latent-consistency-model
https://github.com/luosiallen/latent-consistency-model
null
null
null
null
4,617
null
null
mit
null
null
null
null
null
null
null
LCM_Training_Script/consistency_distillation/train_lcm_distill_lora_sdxl_wds.py
null
null
null
null
null
null
Python
2026-05-04T01:57:13.651706
#!/usr/bin/env python # coding=utf-8 # Copyright 2023 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LI...
luosiallen/latent-consistency-model
https://github.com/luosiallen/latent-consistency-model
null
null
null
null
4,617
null
null
mit
null
null
null
null
null
null
null
LCM_Training_Script/consistency_distillation/train_lcm_distill_sd_wds.py
null
null
null
null
null
null
Python
2026-05-04T01:57:13.652452
#!/usr/bin/env python # coding=utf-8 # Copyright 2023 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LI...
luosiallen/latent-consistency-model
https://github.com/luosiallen/latent-consistency-model
null
null
null
null
4,617
null
null
mit
null
null
null
null
null
null
null
LCM_Training_Script/consistency_distillation/train_lcm_distill_lora_sd_wds.py
null
null
null
null
null
null
Python
2026-05-04T01:57:13.657611
#!/usr/bin/env python # coding=utf-8 # Copyright 2023 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LI...
luosiallen/latent-consistency-model
https://github.com/luosiallen/latent-consistency-model
null
null
null
null
4,617
null
null
mit
null
null
null
null
null
null
null
LCM_Training_Script/consistency_distillation/train_lcm_distill_sdxl_wds.py
null
null
null
null
null
null
Python
2026-05-04T01:57:13.666276
#!/usr/bin/env python # coding=utf-8 # Copyright 2023 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LI...
PyImageSearch/imutils
https://github.com/PyImageSearch/imutils
null
null
null
null
4,594
null
null
mit
null
null
null
null
null
null
null
demos/opencv_versions.py
null
null
null
null
null
null
Python
2026-05-04T01:57:21.744213
# author: Adrian Rosebrock # website: http://www.pyimagesearch.com # import the necessary packages from __future__ import print_function import imutils import cv2 # print the current OpenCV version on your system print("Your OpenCV version: {}".format(cv2.__version__)) # check to see if you are using OpenCV 2.X...
PyImageSearch/imutils
https://github.com/PyImageSearch/imutils
null
null
null
null
4,594
null
null
mit
null
null
null
null
null
null
null
demos/image_basics.py
null
null
null
null
null
null
Python
2026-05-04T01:57:21.748334
# author: Adrian Rosebrock # website: http://www.pyimagesearch.com # USAGE # BE SURE TO INSTALL 'imutils' PRIOR TO EXECUTING THIS COMMAND # python image_basics.py # import the necessary packages import matplotlib.pyplot as plt import imutils import cv2 # load the example images bridge = cv2.imread("../demo_imag...
PyImageSearch/imutils
https://github.com/PyImageSearch/imutils
null
null
null
null
4,594
null
null
mit
null
null
null
null
null
null
null
demos/fps_demo.py
null
null
null
null
null
null
Python
2026-05-04T01:57:21.749758
# author: Adrian Rosebrock # website: http://www.pyimagesearch.com # USAGE # BE SURE TO INSTALL 'imutils' PRIOR TO EXECUTING THIS COMMAND # python fps_demo.py # python fps_demo.py --display 1 # import the necessary packages from __future__ import print_function from imutils.video import VideoStream from imutils....
PyImageSearch/imutils
https://github.com/PyImageSearch/imutils
null
null
null
null
4,594
null
null
mit
null
null
null
null
null
null
null
demos/picamera_fps_demo.py
null
null
null
null
null
null
Python
2026-05-04T01:57:21.750874
# author: Adrian Rosebrock # website: http://www.pyimagesearch.com # USAGE # BE SURE TO INSTALL 'imutils' PRIOR TO EXECUTING THIS COMMAND # python picamera_fps_demo.py # python picamera_fps_demo.py --display 1 # import the necessary packages from __future__ import print_function from imutils.video import VideoSt...
PyImageSearch/imutils
https://github.com/PyImageSearch/imutils
null
null
null
null
4,594
null
null
mit
null
null
null
null
null
null
null
demos/encode_image.py
null
null
null
null
null
null
Python
2026-05-04T01:57:21.752219
# author: Adrian Rosebrock # website: http://www.pyimagesearch.com # USAGE # python encode_image.py --image ../demo_images/pyimagesearch_logo.jpg # import the necessary packages from __future__ import print_function from imutils import encodings import argparse import cv2 # construct the argument parser and par...
PyImageSearch/imutils
https://github.com/PyImageSearch/imutils
null
null
null
null
4,594
null
null
mit
null
null
null
null
null
null
null
demos/feature_demo.py
null
null
null
null
null
null
Python
2026-05-04T01:57:21.762666
# author: Adrian Rosebrock # website: http://www.pyimagesearch.com # USAGE # python feature_demo.py # import the necessary packages from imutils.feature import DescriptorExtractor_create from imutils.feature import FeatureDetector_create from imutils.feature import corners_to_keypoints # ensure the keypoint det...
PyImageSearch/imutils
https://github.com/PyImageSearch/imutils
null
null
null
null
4,594
null
null
mit
null
null
null
null
null
null
null
demos/perspective_transform.py
null
null
null
null
null
null
Python
2026-05-04T01:57:21.766508
# author: Adrian Rosebrock # website: http://www.pyimagesearch.com # USAGE # BE SURE TO INSTALL 'imutils' PRIOR TO EXECUTING THIS COMMAND # python perspective_transform.py # import the necessary packages from imutils import perspective import numpy as np import cv2 # load the notecard code image, clone it, and initi...
PyImageSearch/imutils
https://github.com/PyImageSearch/imutils
null
null
null
null
4,594
null
null
mit
null
null
null
null
null
null
null
demos/finding_function_names.py
null
null
null
null
null
null
Python
2026-05-04T01:57:21.770186
# author: Adrian Rosebrock # website: http://www.pyimagesearch.com # USAGE # python finding_function_names.py # import the necessary packages from __future__ import print_function import imutils # loop over various function strings to search for and try to # locate them in the OpenCV library for funcName in ("c...
PyImageSearch/imutils
https://github.com/PyImageSearch/imutils
null
null
null
null
4,594
null
null
mit
null
null
null
null
null
null
null
demos/contrast_demo.py
null
null
null
null
null
null
Python
2026-05-04T01:57:21.818235
# author: Tim Poulsen # website: https://www.timpoulsen.com # USAGE # from the demos folder: # python demos/contrast_demo.py -i demo_images/bridge.jpg -b 100 # python demos/contrast_demo.py -i demo_images/bridge.jpg --c 50 # import the necessary packages from __future__ import print_function import argparse impo...
PyImageSearch/imutils
https://github.com/PyImageSearch/imutils
null
null
null
null
4,594
null
null
mit
null
null
null
null
null
null
null
demos/image_paths.py
null
null
null
null
null
null
Python
2026-05-04T01:57:21.821121
# author: Adrian Rosebrock # website: http://www.pyimagesearch.com # USAGE # from the demos folder: # python image_paths.py # import the necessary packages from __future__ import print_function # You'll need to force '../imutils' into the system path if testing from imutils import paths # loop over the image pa...
PyImageSearch/imutils
https://github.com/PyImageSearch/imutils
null
null
null
null
4,594
null
null
mit
null
null
null
null
null
null
null
demos/read_frames_fast.py
null
null
null
null
null
null
Python
2026-05-04T01:57:22.309645
# Modified from: # https://www.pyimagesearch.com/2017/02/06/faster-video-file-fps-with-cv2-videocapture-and-opencv/ # Performance: # Python 2.7: 105.78 --> 131.75 # Python 3.7: 15.36 --> 50.13 # USAGE # python read_frames_fast.py --video videos/jurassic_park_intro.mp4 # import the necessary packages fro...
PyImageSearch/imutils
https://github.com/PyImageSearch/imutils
null
null
null
null
4,594
null
null
mit
null
null
null
null
null
null
null
demos/text_demo.py
null
null
null
null
null
null
Python
2026-05-04T01:57:22.350129
# author: Adam Spannbauer # USAGE # python text_demo.py -i ../demo_images/bridge.jpg # python text_demo.py -i ../demo_images/bridge.jpg -c 0 # import the necessary packages import argparse import cv2 import imutils.text # construct the argument parser and parse the arguments ap = argparse.ArgumentParser() ap.add_...
PyImageSearch/imutils
https://github.com/PyImageSearch/imutils
null
null
null
null
4,594
null
null
mit
null
null
null
null
null
null
null
demos/temp_file.py
null
null
null
null
null
null
Python
2026-05-04T01:57:22.351902
# author: Adrian Rosebrock # website: http://www.pyimagesearch.com # USAGE # BE SURE TO INSTALL 'imutils' PRIOR TO EXECUTING THIS COMMAND # python temp_file.py --image ../demo_images/bridge.jpg # import the necessary packages from __future__ import print_function from imutils.io import TempFile import argparse ...
PyImageSearch/imutils
https://github.com/PyImageSearch/imutils
null
null
null
null
4,594
null
null
mit
null
null
null
null
null
null
null
imutils/encodings.py
null
null
null
null
null
null
Python
2026-05-04T01:57:22.389618
# import the necessary packages import numpy as np import base64 import json import sys def base64_encode_image(a): # return a JSON-encoded list of the base64 encoded image, image data # type, and image shape #return json.dumps([base64_encode_array(a), str(a.dtype), a.shape]) return json.dumps([base64_encode_array...
PyImageSearch/imutils
https://github.com/PyImageSearch/imutils
null
null
null
null
4,594
null
null
mit
null
null
null
null
null
null
null
demos/sorting_contours.py
null
null
null
null
null
null
Python
2026-05-04T01:57:22.392814
# author: Adrian Rosebrock # website: http://www.pyimagesearch.com # USAGE # BE SURE TO INSTALL 'imutils' PRIOR TO EXECUTING THIS COMMAND # python sorting_contours.py # import the necessary packages from imutils import contours import imutils import cv2 # load the shapes image clone it, convert it to grayscale,...
PyImageSearch/imutils
https://github.com/PyImageSearch/imutils
null
null
null
null
4,594
null
null
mit
null
null
null
null
null
null
null
imutils/__init__.py
null
null
null
null
null
null
Python
2026-05-04T01:57:22.396551
# author: Adrian Rosebrock # website: http://www.pyimagesearch.com # set the version number __version__ = "0.5.4" # import the necessary packages from .convenience import translate from .convenience import rotate from .convenience import rotate_bound from .convenience import resize from .convenience import skeletoniz...
PyImageSearch/imutils
https://github.com/PyImageSearch/imutils
null
null
null
null
4,594
null
null
mit
null
null
null
null
null
null
null
imutils/convenience.py
null
null
null
null
null
null
Python
2026-05-04T01:57:22.404075
# author: Adrian Rosebrock # website: http://www.pyimagesearch.com # import the necessary packages import numpy as np import cv2 import sys # import any special Python 2.7 packages if sys.version_info.major == 2: from urllib import urlopen # import any special Python 3 packages elif sys.version_info.major =...
PyImageSearch/imutils
https://github.com/PyImageSearch/imutils
null
null
null
null
4,594
null
null
mit
null
null
null
null
null
null
null
imutils/contours.py
null
null
null
null
null
null
Python
2026-05-04T01:57:22.405608
# author: Adrian Rosebrock # website: http://www.pyimagesearch.com # import the necessary packages import cv2 def sort_contours(cnts, method="left-to-right"): # initialize the reverse flag and sort index reverse = False i = 0 # handle if we need to sort in reverse if method == "right-to-left...
PyImageSearch/imutils
https://github.com/PyImageSearch/imutils
null
null
null
null
4,594
null
null
mit
null
null
null
null
null
null
null
imutils/face_utils/facealigner.py
null
null
null
null
null
null
Python
2026-05-04T01:57:22.407438
# import the necessary packages from .helpers import FACIAL_LANDMARKS_68_IDXS from .helpers import FACIAL_LANDMARKS_5_IDXS from .helpers import shape_to_np import numpy as np import cv2 class FaceAligner: def __init__(self, predictor, desiredLeftEye=(0.35, 0.35), desiredFaceWidth=256, desiredFaceHeight=None): # s...