repo_full_name stringlengths 6 93 | repo_url stringlengths 25 112 | repo_api_url stringclasses 28
values | owner stringclasses 28
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values | description stringclasses 28
values | stars int64 617 98.8k | forks int64 31 355 ⌀ | watchers int64 990 999 ⌀ | license stringclasses 2
values | default_branch stringclasses 2
values | repo_created_at timestamp[s]date 2012-07-24 23:12:50 2025-06-16 08:07:28 ⌀ | repo_updated_at timestamp[s]date 2026-02-23 15:23:15 2026-05-03 18:52:12 ⌀ | repo_topics listlengths 0 13 ⌀ | repo_languages unknown | is_fork bool 1
class | open_issues int64 3 104 ⌀ | file_path stringlengths 3 208 | file_name stringclasses 509
values | file_extension stringclasses 1
value | file_size_bytes int64 101 84k ⌀ | file_url stringclasses 627
values | file_raw_url stringclasses 627
values | file_sha stringclasses 624
values | language stringclasses 8
values | parsed_at stringdate 2026-05-04 01:12:36 2026-05-04 19:41:55 | text stringlengths 100 102k |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
layumi/Person_reID_baseline_pytorch | https://github.com/layumi/Person_reID_baseline_pytorch | null | null | null | null | 4,423 | null | null | mit | null | null | null | null | null | null | null | test.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:11.312181 | # -*- coding: utf-8 -*-
from __future__ import print_function, division
import argparse
import torch
import torch.nn as nn
import torch.optim as optim
from torch.optim import lr_scheduler
from torch.autograd import Variable
import torch.backends.cudnn as cudnn
import numpy as np
import torchvision
from torchvision im... |
layumi/Person_reID_baseline_pytorch | https://github.com/layumi/Person_reID_baseline_pytorch | null | null | null | null | 4,423 | null | null | mit | null | null | null | null | null | null | null | test_MSMT.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:11.358796 | # -*- coding: utf-8 -*-
from __future__ import print_function, division
import argparse
import torch
import torch.nn as nn
import torch.optim as optim
from torch.optim import lr_scheduler
from torch.autograd import Variable
import torch.backends.cudnn as cudnn
import numpy as np
import torchvision
from torchvision im... |
layumi/Person_reID_baseline_pytorch | https://github.com/layumi/Person_reID_baseline_pytorch | null | null | null | null | 4,423 | null | null | mit | null | null | null | null | null | null | null | test_with_TensorRT.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:11.370852 | # -*- coding: utf-8 -*-
from __future__ import print_function, division
import argparse
import torch
from torch2trt import torch2trt
import torch.nn as nn
import torch.optim as optim
from torch.optim import lr_scheduler
from torch.autograd import Variable
import torch.backends.cudnn as cudnn
import numpy as np
import... |
layumi/Person_reID_baseline_pytorch | https://github.com/layumi/Person_reID_baseline_pytorch | null | null | null | null | 4,423 | null | null | mit | null | null | null | null | null | null | null | train_DDP.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:11.397954 | # -*- coding: utf-8 -*-
from __future__ import print_function, division
import argparse
import torch
import torch.nn as nn
import torch.optim as optim
from torch.autograd import Variable
from torchvision import datasets, transforms
import torch.backends.cudnn as cudnn
import matplotlib
matplotlib.use('agg')
import ma... |
layumi/Person_reID_baseline_pytorch | https://github.com/layumi/Person_reID_baseline_pytorch | null | null | null | null | 4,423 | null | null | mit | null | null | null | null | null | null | null | re_ranking.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:11.460643 | #!/usr/bin/env python2/python3
# -*- coding: utf-8 -*-
"""
Created on Mon Jun 26 14:46:56 2017
@author: luohao
Modified by Houjing Huang, 2017-12-22.
- This version accepts distance matrix instead of raw features.
- The difference of `/` division between python 2 and 3 is handled.
- numpy.float16 is replaced by numpy... |
layumi/Person_reID_baseline_pytorch | https://github.com/layumi/Person_reID_baseline_pytorch | null | null | null | null | 4,423 | null | null | mit | null | null | null | null | null | null | null | tool/clear_model.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:11.472553 | import os
root = '../model/'
nn = []
for f in os.listdir(root):
if f == '.gitkeep':
continue
for ff in os.listdir(root+f):
if ff[0:3] == 'net':
if ff[5] =='a':
continue
else:
path = root+f+'/'+ff
print(path)
... |
layumi/Person_reID_baseline_pytorch | https://github.com/layumi/Person_reID_baseline_pytorch | null | null | null | null | 4,423 | null | null | mit | null | null | null | null | null | null | null | train.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:11.627824 | # -*- coding: utf-8 -*-
from __future__ import print_function, division
import argparse
import torch
import torch.nn as nn
import torch.optim as optim
from torch.autograd import Variable
from torchvision import datasets, transforms
import torch.backends.cudnn as cudnn
import matplotlib
matplotlib.use('agg')
import ma... |
myreader-io/myGPTReader | https://github.com/myreader-io/myGPTReader | null | null | null | null | 4,421 | null | null | mit | null | null | null | null | null | null | null | app/daily_hot_news.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:19.009899 | import json
from datetime import date
import logging
import feedparser
import html2text
import concurrent.futures
import os
from app.gpt import get_answer_from_llama_web
current_file_path = os.path.abspath(__file__)
current_dir_path = os.path.dirname(current_file_path)
hot_news_file_path = os.path.join(current_dir_pat... |
myreader-io/myGPTReader | https://github.com/myreader-io/myGPTReader | null | null | null | null | 4,421 | null | null | mit | null | null | null | null | null | null | null | app/ttl_set.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:19.015534 | from threading import Thread, Lock
import time
class TtlSet:
def __init__(self):
self.ttl = {}
self.lock = Lock()
# Start a background thread to periodically remove expired items
t = Thread(target=self._cleaner)
t.daemon = True
t.start()
def __len__(self):
... |
myreader-io/myGPTReader | https://github.com/myreader-io/myGPTReader | null | null | null | null | 4,421 | null | null | mit | null | null | null | null | null | null | null | app/gpt.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:19.018297 |
import os
import logging
import hashlib
import random
import uuid
import openai
from pathlib import Path
from llama_index import ServiceContext, GPTVectorStoreIndex, LLMPredictor, RssReader, SimpleDirectoryReader, StorageContext, load_index_from_storage
from llama_index.readers.schema.base import Document
from langcha... |
myreader-io/myGPTReader | https://github.com/myreader-io/myGPTReader | null | null | null | null | 4,421 | null | null | mit | null | null | null | null | null | null | null | app/server.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:19.019756 | import logging
import re
import os
from datetime import datetime
import requests
from urllib.parse import urlparse
from flask import Flask, request
from flask_apscheduler import APScheduler
from slack_bolt import App, BoltResponse
from slack_bolt.adapter.flask import SlackRequestHandler
from slack_bolt.error import Bol... |
myreader-io/myGPTReader | https://github.com/myreader-io/myGPTReader | null | null | null | null | 4,421 | null | null | mit | null | null | null | null | null | null | null | app/prompt.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:19.026568 | import logging
from llama_index.prompts.prompts import QuestionAnswerPrompt
QUESTION_ANSWER_PROMPT_TMPL_CN = (
"上下文信息如下所示： \n"
"---------------------\n"
"{context_str}"
"\n---------------------\n"
"我的问题是：{query_str}\n"
)
QUESTION_ANSWER_PROMPT_TMPL_EN = (
"Context information is below. \n"
... |
myreader-io/myGPTReader | https://github.com/myreader-io/myGPTReader | null | null | null | null | 4,421 | null | null | mit | null | null | null | null | null | null | null | app/user.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:19.034111 | from datetime import datetime
import pytz
import json
import logging
import os
import requests
CF_ACCESS_CLIENT_ID = os.environ.get('CF_ACCESS_CLIENT_ID')
CF_ACCESS_CLIENT_SECRET = os.environ.get('CF_ACCESS_CLIENT_SECRET')
def update_message_token_usage(user_id, message_id, message_type, llm_token_usage=0, embedding_... |
myreader-io/myGPTReader | https://github.com/myreader-io/myGPTReader | null | null | null | null | 4,421 | null | null | mit | null | null | null | null | null | null | null | app/slash_command.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:19.035507 | import json
import os
current_file_path = os.path.abspath(__file__)
current_dir_path = os.path.dirname(current_file_path)
slash_propmt_file_path = os.path.join(current_dir_path, "data", "prompt.json")
with open(slash_propmt_file_path, "r") as f:
prompt_data = json.load(f)
def register_slack_slash_commands(slack... |
myreader-io/myGPTReader | https://github.com/myreader-io/myGPTReader | null | null | null | null | 4,421 | null | null | mit | null | null | null | null | null | null | null | app/fetch_web_post.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:19.037745 | import logging
import os
import json
import html2text
import requests
import feedparser
import validators
import fnmatch
from youtube_transcript_api import YouTubeTranscriptApi
CF_ACCESS_CLIENT_ID = os.environ.get('CF_ACCESS_CLIENT_ID')
CF_ACCESS_CLIENT_SECRET = os.environ.get('CF_ACCESS_CLIENT_SECRET')
PHANTOMJSCLOU... |
myreader-io/myGPTReader | https://github.com/myreader-io/myGPTReader | null | null | null | null | 4,421 | null | null | mit | null | null | null | null | null | null | null | app/rate_limiter.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:19.053359 | import time
class RateLimiter:
def __init__(self, limit=10, period=3600):
self.limit = limit
self.period = period
self.users = {}
def allow_request(self, user_id):
now = time.time()
user_requests = self.users.get(user_id, [])
user_requests = [req for req in user... |
myreader-io/myGPTReader | https://github.com/myreader-io/myGPTReader | null | null | null | null | 4,421 | null | null | mit | null | null | null | null | null | null | null | app/util.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:19.589208 | import hashlib
import logging
from langdetect import detect
def md5(file_path):
hash_md5 = hashlib.md5()
with open(file_path, "rb") as f:
for chunk in iter(lambda: f.read(4096), b""):
hash_md5.update(chunk)
return hash_md5.hexdigest()
def get_youtube_video_id(url):
if url is None:
... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/config/configurator.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:23.073488 | # @Time : 2020/6/28
# @Author : Zihan Lin
# @Email : linzihan.super@foxmail.com
# UPDATE
# @Time : 2020/10/04, 2021/3/2, 2021/2/17, 2021/6/30, 2022/7/6
# @Author : Shanlei Mu, Yupeng Hou, Jiawei Guan, Xingyu Pan, Gaowei Zhang
# @Email : slmu@ruc.edu.cn, houyupeng@ruc.edu.cn, Guanjw@ruc.edu.cn, xy_pan@foxmail.com... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/data/dataloader/abstract_dataloader.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:23.106454 | # @Time : 2020/7/7
# @Author : Yupeng Hou
# @Email : houyupeng@ruc.edu.cn
# UPDATE
# @Time : 2022/7/8, 2020/10/22, 2020/9/23, 2022/7/6
# @Author : Zhen Tian, Yupeng Hou, Yushuo Chen, Gaowei Zhang
# @email : chenyuwuxinn@gmail.com, houyupeng@ruc.edu.cn, chenyushuo@ruc.edu.cn, zgw15630559577@163.com
"""
recbole.d... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:23.123779 | from __future__ import absolute_import
from __future__ import print_function
from __future__ import division
__version__ = "1.2.1"
|
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/data/dataloader/general_dataloader.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:23.126307 | # @Time : 2020/7/7
# @Author : Yupeng Hou
# @Email : houyupeng@ruc.edu.cn
# UPDATE
# @Time : 2022/7/8, 2020/9/9, 2020/9/29, 2021/7/15, 2022/7/6
# @Author : Zhen Tian, Yupeng Hou, Yushuo Chen, Xingyu Pan, Gaowei Zhang
# @email : chenyuwuxinn@gmail.com, houyupeng@ruc.edu.cn, chenyushuo@ruc.edu.cn, xy_pan@foxmail.c... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | docs/source/conf.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:23.130690 | # Configuration file for the Sphinx documentation builder.
#
# This file only contains a selection of the most common options. For a full
# list see the documentation:
# https://www.sphinx-doc.org/en/master/usage/configuration.html
# -- Path setup --------------------------------------------------------------
# If ex... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/data/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:23.131732 | from recbole.data.utils import *
__all__ = [
"create_dataset",
"data_preparation",
"save_split_dataloaders",
"load_split_dataloaders",
]
|
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/data/dataloader/user_dataloader.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:23.142503 | # @Time : 2020/9/23
# @Author : Yushuo Chen
# @Email : chenyushuo@ruc.edu.cn
# UPDATE
# @Time : 2022/7/8, 2020/9/23, 2020/12/28
# @Author : Zhen Tian, Yushuo Chen, Xingyu Pan
# @email : chenyuwuxinn@gmail.com, chenyushuo@ruc.edu.cn, panxy@ruc.edu.cn
"""
recbole.data.dataloader.user_dataloader
##################... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/data/dataloader/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:23.142998 | from recbole.data.dataloader.abstract_dataloader import *
from recbole.data.dataloader.general_dataloader import *
from recbole.data.dataloader.knowledge_dataloader import *
from recbole.data.dataloader.user_dataloader import *
|
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/data/dataloader/knowledge_dataloader.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:23.170701 | # @Time : 2020/7/7
# @Author : Yupeng Hou
# @Email : houyupeng@ruc.edu.cn
# UPDATE
# @Time : 2022/7/8, 2020/9/18, 2020/9/21, 2020/8/31
# @Author : Zhen Tian, Yupeng Hou, Yushuo Chen, Kaiyuan Li
# @email : chenyuwuxinn@gmail.com, houyupeng@ruc.edu.cn, chenyushuo@ruc.edu.cn, tsotfsk@outlook.com
"""
recbole.data.d... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/data/dataset/customized_dataset.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:23.923566 | # @Time : 2020/10/19
# @Author : Yupeng Hou
# @Email : houyupeng@ruc.edu.cn
# UPDATE
# @Time : 2021/7/9
# @Author : Yupeng Hou
# @Email : houyupeng@ruc.edu.cn
"""
recbole.data.customized_dataset
##################################
We only recommend building customized datasets by inheriting.
Customized dataset... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/data/dataset/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:23.929770 | from recbole.data.dataset.dataset import Dataset
from recbole.data.dataset.sequential_dataset import SequentialDataset
from recbole.data.dataset.kg_dataset import KnowledgeBasedDataset
from recbole.data.dataset.kg_seq_dataset import KGSeqDataset
from recbole.data.dataset.decisiontree_dataset import DecisionTreeDataset
... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/data/interaction.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:24.099057 | # @Time : 2020/7/10
# @Author : Yupeng Hou
# @Email : houyupeng@ruc.edu.cn
# UPDATE
# @Time : 2022/7/8, 2020/9/15, 2020/9/16, 2020/8/12
# @Author : Zhen Tian, Yupeng Hou, Yushuo Chen, Xingyu Pan
# @email : chenyuwuxinn@gmail.com, houyupeng@ruc.edu.cn, chenyushuo@ruc.edu.cn, panxy@ruc.edu.cn
"""
recbole.data.... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/data/transform.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:24.110229 | # -*- coding: utf-8 -*-
# @Time : 2022/7/19
# @Author : Gaowei Zhang
# @Email : zgw15630559577@163.com
import math
import numpy as np
import random
import torch
from copy import deepcopy
from recbole.data.interaction import Interaction, cat_interactions
def construct_transform(config):
"""
Transformation ... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/data/utils.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:24.141418 | # @Time : 2020/7/21
# @Author : Yupeng Hou
# @Email : houyupeng@ruc.edu.cn
# UPDATE:
# @Time : 2021/7/9, 2020/9/17, 2020/8/31, 2021/2/20, 2021/3/1, 2022/7/6
# @Author : Yupeng Hou, Yushuo Chen, Kaiyuan Li, Haoran Cheng, Jiawei Guan, Gaowei Zhang
# @Email : houyupeng@ruc.edu.cn, chenyushuo@ruc.edu.cn, tsotfsk@out... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/data/dataset/dataset.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:24.167860 | # @Time : 2020/6/28
# @Author : Yupeng Hou
# @Email : houyupeng@ruc.edu.cn
# UPDATE:
# @Time : 2022/7/8, 2021/12/18 2021/7/14 2021/7/1, 2020/11/10
# @Author : Zhen Tian, Yupeng Hou, Xingyu Pan, Yushuo Chen, Juyong Jiang
# @Email : chenyuwuxinn@gmail.com, houyupeng@ruc.edu.cn, xy_pan@foxmail.com, chenyushuo@ruc.e... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/data/dataset/kg_dataset.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:25.345808 | # @Time : 2020/9/3
# @Author : Yupeng Hou
# @Email : houyupeng@ruc.edu.cn
# UPDATE:
# @Time : 2020/10/16, 2020/9/15, 2020/10/25, 2022/7/10
# @Author : Yupeng Hou, Xingyu Pan, Yushuo Chen, Lanling Xu
# @Email : houyupeng@ruc.edu.cn, panxy@ruc.edu.cn, chenyushuo@ruc.edu.cn, xulanling_sherry@163.com
"""
recbole.da... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/data/dataset/sequential_dataset.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:25.423715 | # @Time : 2020/9/16
# @Author : Yushuo Chen
# @Email : chenyushuo@ruc.edu.cn
# UPDATE:
# @Time : 2022/7/8, 2020/9/16, 2021/7/1, 2021/7/11
# @Author : Zhen Tian, Yushuo Chen, Xingyu Pan, Yupeng Hou
# @Email : chenyuwuxinn@gmail.com, chenyushuo@ruc.edu.cn, xy_pan@foxmail.com, houyupeng@ruc.edu.cn
"""
recbole.data... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/data/dataset/decisiontree_dataset.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:25.424909 | # @Time : 2020/12/17
# @Author : Chen Yang
# @Email : 254170321@qq.com
"""
recbole.data.decisiontree_dataset
##########################
"""
from recbole.data.dataset import Dataset
from recbole.utils import FeatureType
class DecisionTreeDataset(Dataset):
""":class:`DecisionTreeDataset` is based on :class:`~r... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/data/dataset/kg_seq_dataset.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:25.453456 | # @Time : 2020/9/23
# @Author : Xingyu Pan
# @Email : panxingyu@ruc.edu.cn
"""
recbole.data.kg_seq_dataset
#############################
"""
from recbole.data.dataset import SequentialDataset, KnowledgeBasedDataset
class KGSeqDataset(SequentialDataset, KnowledgeBasedDataset):
"""Containing both processing of... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/evaluator/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:25.536646 | from recbole.evaluator.base_metric import *
from recbole.evaluator.metrics import *
from recbole.evaluator.evaluator import *
from recbole.evaluator.register import *
from recbole.evaluator.collector import *
|
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/evaluator/base_metric.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:25.783748 | # @Time : 2020/10/21
# @Author : Kaiyuan Li
# @email : tsotfsk@outlook.com
# UPDATE
# @Time : 2020/10/21, 2021/8/29
# @Author : Kaiyuan Li, Zhichao Feng
# @email : tsotfsk@outlook.com, fzcbupt@gmail.com
"""
recbole.evaluator.abstract_metric
#####################################
"""
import torch
from recbole.ut... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/evaluator/utils.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:25.936899 | # -*- encoding: utf-8 -*-
# @Time : 2020/08/04
# @Author : Kaiyuan Li
# @email : tsotfsk@outlook.com
# UPDATE
# @Time : 2020/09/28, 2020/08/09
# @Author : Kaiyuan Li, Zhichao Feng
# @email : tsotfsk@outlook.com, fzcbupt@gmail.com
"""
recbole.evaluator.utils
################################
"""... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/model/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:26.020459 | from __future__ import absolute_import
from __future__ import print_function
from __future__ import division
|
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/model/abstract_recommender.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:26.051353 | # @Time : 2020/6/25
# @Author : Shanlei Mu
# @Email : slmu@ruc.edu.cn
# UPDATE:
# @Time : 2022/7/16, 2020/8/6, 2020/8/25, 2023/4/24
# @Author : Zhen Tian, Shanlei Mu, Yupeng Hou, Chenglong Ma
# @Email : chenyuwuxinn@gmail.com, slmu@ruc.edu.cn, houyupeng@ruc.edu.cn, chenglong.m@outlook.com
"""
recbole.model.abst... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/model/context_aware_recommender/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:26.099031 | from recbole.model.context_aware_recommender.afm import AFM
from recbole.model.context_aware_recommender.autoint import AutoInt
from recbole.model.context_aware_recommender.dcn import DCN
from recbole.model.context_aware_recommender.dcnv2 import DCNV2
from recbole.model.context_aware_recommender.deepfm import DeepFM
fr... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/model/context_aware_recommender/afm.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:26.133459 | # -*- coding: utf-8 -*-
# @Time : 2020/7/21
# @Author : Zihan Lin
# @Email : linzihan.super@foxmail.com
# @File : afm.py
r"""
AFM
################################################
Reference:
Jun Xiao et al. "Attentional Factorization Machines: Learning the Weight of Feature Interactions via
Attention Netwo... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/model/context_aware_recommender/autoint.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:26.397138 | # -*- coding: utf-8 -*-
# @Time : 2020/09/01
# @Author : Shuqing Bian
# @Email : shuqingbian@gmail.com
# @File : autoint.py
r"""
AutoInt
################################################
Reference:
Weiping Song et al. "AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks"
in C... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/model/context_aware_recommender/dcn.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:26.560436 | # _*_ coding: utf-8 _*_
# @Time : 2020/10/4
# @Author : Zhichao Feng
# @Email : fzcbupt@gmail.com
# UPDATE
# @Time : 2020/10/21
# @Author : Zhichao Feng
# @email : fzcbupt@gmail.com
r"""
DCN
################################################
Reference:
Ruoxi Wang at al. "Deep & Cross Network for Ad Click Predic... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/model/context_aware_recommender/dcnv2.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:26.640847 | # _*_ coding: utf-8 _*_
# @Time : 2022/8/29
# @Author : Yifan Li
# @Email : 295435096@qq.com
r"""
DCN V2
################################################
Reference:
Ruoxi Wang at al. "Dcn v2: Improved deep & cross network and practical lessons for web-scale
learning to rank systems." in WWW 2021.
Reference... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/model/context_aware_recommender/deepfm.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:26.671618 | # -*- coding: utf-8 -*-
# @Time : 2020/7/8
# @Author : Shanlei Mu
# @Email : slmu@ruc.edu.cn
# @File : deepfm.py
# UPDATE:
# @Time : 2020/8/14
# @Author : Zihan Lin
# @Email : linzihan.super@foxmain.com
r"""
DeepFM
################################################
Reference:
Huifeng Guo et al. "DeepFM: A F... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/model/context_aware_recommender/dssm.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:26.690750 | # -*- coding: utf-8 -*-
# @Time : 2020/9/2
# @Author : Yingqian Min
# @Email : gmqszyq@qq.com
# @File : dssm.py
"""
DSSM
################################################
Reference:
PS Huang et al. "Learning Deep Structured Semantic Models for Web Search using Clickthrough Data" in CIKM 2013.
"""
import torch... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/model/context_aware_recommender/eulernet.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:26.740678 | # -*- coding: utf-8 -*-
# @Time : 2023/4/21 12:00
# @Author : Zhen Tian
# @Email : chenyuwuxinn@gmail.com
# @File : eulernet.py
r"""
EulerNet
################################################
Reference:
Zhen Tian et al. "EulerNet: Adaptive Feature Interaction Learning via Euler's Formula for CTR Prediction." i... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/model/context_aware_recommender/ffm.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:27.013800 | # -*- coding: utf-8 -*-
# @Time : 2020/10/04
# @Author : Xinyan Fan
# @Email : xinyan.fan@ruc.edu.cn
# @File : ffm.py
# UPDATE:
# @Time : 2022/7/16
# @Author : Zhen Tian
# @Email : chenyuwuxinn@gmail.com
r"""
FFM
#####################################################
Reference:
Yuchin Juan et al. "Field-aw... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/model/context_aware_recommender/fignn.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:27.144106 | # -*- coding: utf-8 -*-
# @Time : 2022/10/27
# @Author : Yuyan Zhang
# @Email : 2019308160102@cau.edu.cn
# @File : fignn.py
r"""
FiGNN
################################################
Reference:
Li, Zekun, et al. "Fi-GNN: Modeling Feature Interactions via Graph Neural Networks for CTR Prediction"
... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/model/context_aware_recommender/fm.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:27.225456 | # -*- coding: utf-8 -*-
# @Time : 2020/7/8 10:09
# @Author : Shanlei Mu
# @Email : slmu@ruc.edu.cn
# @File : fm.py
# UPDATE:
# @Time : 2020/8/13,
# @Author : Zihan Lin
# @Email : linzihan.super@foxmain.com
r"""
FM
################################################
Reference:
Steffen Rendle et al. "Factoriza... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/model/context_aware_recommender/fnn.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:27.274416 | # -*- coding: utf-8 -*-
# @Time : 2020/9/15 10:57
# @Author : Zihan Lin
# @Email : linzihan.super@foxmail.com
# @File : fnn.py
r"""
FNN
################################################
Reference:
Weinan Zhang1 et al. "Deep Learning over Multi-field Categorical Data" in ECIR 2016
"""
import torch.nn as nn
fro... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/model/context_aware_recommender/fwfm.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:27.281894 | # -*- coding: utf-8 -*-
# @Time : 2020/10/06
# @Author : Xinyan Fan
# @Email : xinyan.fan@ruc.edu.cn
# @File : fwfm.py
r"""
FwFM
#####################################################
Reference:
Junwei Pan et al. "Field-weighted Factorization Machines for Click-Through Rate Prediction in Display Advertising."
... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/model/context_aware_recommender/kd_dagfm.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:27.338217 | # _*_ coding: utf-8 _*_
# @Time : 2023/1/20
# @Author : Wanli Yang
# @Email : 2013774@mail.nankai.edu.cn
r"""
KD_DAGFM
################################################
Reference:
Zhen Tian et al. "Directed Acyclic Graph Factorization Machines for CTR Prediction via Knowledge Distillation."
in WSDM... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/model/context_aware_recommender/lr.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:27.660216 | # -*- coding: utf-8 -*-
# @Time : 2020/08/30
# @Author : Xinyan Fan
# @Email : xinyan.fan@ruc.edu.cn
# @File : lr.py
r"""
LR
#####################################################
Reference:
Matthew Richardson et al. "Predicting Clicks Estimating the Click-Through Rate for New Ads." in WWW 2007.
"""
import to... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/model/context_aware_recommender/nfm.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:27.722001 | # -*- coding: utf-8 -*-
# @Time : 2020/7/14
# @Author : Zihan Lin
# @Email : linzihan.super@foxmail.com
# @File : nfm.py
r"""
NFM
################################################
Reference:
He X, Chua T S. "Neural factorization machines for sparse predictive analytics" in SIGIR 2017
"""
import torch.nn as nn... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/model/context_aware_recommender/pnn.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:27.867276 | # -*- coding: utf-8 -*-
# @Time : 2020/9/22 10:57
# @Author : Zihan Lin
# @Email : zhlin@ruc.edu.cn
# @File : pnn.py
r"""
PNN
################################################
Reference:
Qu Y et al. "Product-based neural networks for user response prediction." in ICDM 2016
Reference code:
- https://github... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/model/context_aware_recommender/widedeep.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:27.876719 | # -*- coding: utf-8 -*-
# @Time : 2020/08/30
# @Author : Xinyan Fan
# @Email : xinyan.fan@ruc.edu.cn
# @File : widedeep.py
r"""
WideDeep
#####################################################
Reference:
Heng-Tze Cheng et al. "Wide & Deep Learning for Recommender Systems." in RecSys 2016.
"""
import torch.nn a... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/model/context_aware_recommender/xdeepfm.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:27.911281 | # _*_ coding: utf-8 _*_
# @Time : 2020/10/13
# @Author : Zhichao Feng
# @Email : fzcbupt@gmail.com
# UPDATE
# @Time : 2020/10/21
# @Author : Zhichao Feng
# @email : fzcbupt@gmail.com
r"""
xDeepFM
################################################
Reference:
Jianxun Lian at al. "xDeepFM: Combining Explicit and I... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/model/exlib_recommender/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:27.931929 | from recbole.model.exlib_recommender.lightgbm import LightGBM
from recbole.model.exlib_recommender.xgboost import XGBoost
|
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/model/exlib_recommender/lightgbm.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:28.363133 | # -*- coding: utf-8 -*-
# @Time : 2020/1/17
# @Author : Chen Yang
# @Email : 254170321@qq.com
r"""
recbole.model.exlib_recommender.lightgbm
##########################################
"""
import lightgbm as lgb
from recbole.utils import ModelType, InputType
class LightGBM(lgb.Booster):
r"""LightGBM is inherit... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/evaluator/evaluator.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:29.729651 | # -*- encoding: utf-8 -*-
# @Time : 2021/6/25
# @Author : Zhichao Feng
# @email : fzcbupt@gmail.com
"""
recbole.evaluator.evaluator
#####################################
"""
from recbole.evaluator.register import metrics_dict
from recbole.evaluator.collector import DataStruct
from collections import Order... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/evaluator/collector.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:29.774311 | # @Time : 2021/6/23
# @Author : Zihan Lin
# @Email : zhlin@ruc.edu.cn
# UPDATE
# @Time : 2021/7/18
# @Author : Zhichao Feng
# @email : fzcbupt@gmail.com
"""
recbole.evaluator.collector
################################################
"""
from recbole.evaluator.register import Register
import torch
import copy
... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/evaluator/metrics.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:29.793982 | # -*- encoding: utf-8 -*-
# @Time : 2020/08/04
# @Author : Kaiyuan Li
# @email : tsotfsk@outlook.com
# UPDATE
# @Time : 2020/08/12, 2021/8/29, 2020/9/16, 2021/7/2
# @Author : Kaiyuan Li, Zhichao Feng, Xingyu Pan, Zihan Lin
# @email : tsotfsk@outlook.com, fzcbupt@gmail.com, panxy@ruc.edu.cn, zhl... |
RUCAIBox/RecBole | https://github.com/RUCAIBox/RecBole | null | null | null | null | 4,414 | null | null | mit | null | null | null | null | null | null | null | recbole/evaluator/register.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:29.885323 | # @Time : 2021/6/23
# @Author : Zihan Lin
# @Email : zhlin@ruc.edu.cn
# UPDATE
# @Time : 2021/8/29
# @Author : Zhichao Feng
# @email : fzcbupt@gmail.com
"""
recbole.evaluator.register
################################################
"""
import inspect
import sys
def cluster_info(module_name):
"""Collect i... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:32.740342 | from ultravox.data.aug import * # noqa: F403
from ultravox.data.data_sample import * # noqa: F403
from ultravox.data.datasets import * # noqa: F403
from ultravox.data.registry import * # noqa: F403
from ultravox.data.types import * # noqa: F403
__all__ = [ # noqa: F405
"SizedIterableDataset",
"EmptyDatas... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/aug/gain.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:32.892989 | import numpy as np
from .base import Augmentation
from .config import AugmentationArgs
from .config import AugmentationConfig
from .registry import AugRegistry
@AugRegistry.register_type("gain")
class Gain(Augmentation):
def __init__(
self,
args: AugmentationArgs,
gain_db: float = 0.0,
... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/assets/tiny_ultravox/ultravox_model.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:33.004684 | version https://git-lfs.github.com/spec/v1
oid sha256:42dee1057ada3b9623e47504403b315f9cf38e989234ef3ac742c102b1dd106f
size 35474
|
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/aug/base.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:33.022523 | import random
from typing import List, Optional, overload
import numpy as np
from ultravox.data.data_sample import VoiceSample
from .config import AugmentationArgs
class Augmentation:
def __init__(
self,
args: AugmentationArgs,
children: Optional[List["Augmentation"]] = None,
):
... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/assets/tiny_ultravox/ultravox_config.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:33.053057 | version https://git-lfs.github.com/spec/v1
oid sha256:0630d9cd966c241b7addd7ba29999d682427dc2a53aaadee80b2f08b5cca5117
size 6985
|
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/aug/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:33.054226 | from ultravox.data.aug.base import Augmentation
from ultravox.data.aug.config import AugmentationArgs
from ultravox.data.aug.config import AugmentationConfig
from ultravox.data.aug.registry import AugRegistry
# Need to import all augmentation modules to register them in the registry
from ultravox.data.aug.gain import ... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/aug/filter.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:33.167777 | import numpy as np
import scipy.signal as signal
from .base import Augmentation
from .config import AugmentationArgs
from .config import AugmentationConfig
from .registry import AugRegistry
@AugRegistry.register_type("bandpass_filter")
class BandpassFilter(Augmentation):
def __init__(
self,
args:... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/aug/noise.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:33.355630 | import numpy as np
from .base import Augmentation
from .config import AugmentationArgs
from .config import AugmentationConfig
from .registry import AugRegistry
@AugRegistry.register_type("colored_noise")
class ColoredNoise(Augmentation):
def __init__(
self, args: AugmentationArgs, noise_type: str = "whit... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/aug/registry.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:33.466135 | import logging
from copy import deepcopy
from typing import Any, Dict, List, Optional, Type, Union
from .base import Augmentation
from .config import AugmentationArgs
from .config import AugmentationConfig
class AugRegistry:
"""
Combined registry for augmentation types and configs.
This class keeps trac... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/aug/resampling.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:33.595246 | import librosa
import numpy as np
from .base import Augmentation
from .config import AugmentationArgs
from .config import AugmentationConfig
from .registry import AugRegistry
@AugRegistry.register_type("resampling")
class Resampling(Augmentation):
def __init__(
self,
args: AugmentationArgs,
... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/aug/test_augs.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:33.598094 | import platform
import numpy as np
import pytest
from ultravox.data.aug import AugRegistry
@pytest.mark.parametrize("gain_db", [10, -10])
def test_gain(gain_db):
augmentation_config = AugRegistry.get_config("gain", {"gain_db": gain_db})
augmentation = AugRegistry.create_augmentation(augmentation_config)
... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/configs/audiobench.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:33.654848 | from ultravox.data import types
INSTRUCTION_MQA_USER_TEMPLATE = (
f"{types.AUDIO_PLACEHOLDER} \n\n{{{{instruction}}}} \n\n{{{{choices}}}}"
)
INSTRUCTION_USER_TEMPLATE = f"{types.AUDIO_PLACEHOLDER} \n\n{{{{instruction}}}}"
# English only
AB_CN_COLLEGE_LISTEN_MCQ_CONFIG = types.DatasetConfig(
name="audiobench-c... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/configs/ami.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:33.666626 | from ultravox.data import types
AMI_BASE_CONFIG = types.DatasetConfig(
name="ami",
path="edinburghcstr/ami",
transcript_template="{{text}}",
assistant_template="{{text}}",
user_template_args={"transcript_language": "English"},
)
AMI_IHM_CONFIG = types.DatasetConfig(
name="ami-ihm",
base="a... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/configs/bigbenchaudio.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:33.726286 | from ultravox.data import types
# English only
BBA_BASE_CONFIG = types.DatasetConfig(
name="bigbenchaudio",
path="fixie-ai/big_bench_audio",
splits=[
types.DatasetSplitConfig(
name="train", num_samples=1000, split=types.DatasetSplit.TEST
),
],
eval_config=types.EvalConfi... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/configs/boolq.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:33.747158 | from ultravox.data import types
BOOLQ_CONFIG = types.DatasetConfig(
name="boolq",
path="fixie-ai/boolq-audio",
splits=[
types.DatasetSplitConfig(name="train", num_samples=10000),
types.DatasetSplitConfig(name="validation", num_samples=1000),
],
user_template=f"{{{{passage}}}}\n\n{ty... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/aug/config.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:33.954801 | import dataclasses
from typing import Any, Dict, List, Optional
from simple_parsing import helpers
from ultravox.data.data_sample import SAMPLE_RATE
@dataclasses.dataclass
class AugmentationArgs:
p: float = 1.0
sample_rate: int = SAMPLE_RATE
def to_dict(self) -> Dict[str, Any]:
return {
... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/configs/commonvoice.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:33.956200 | from ultravox.data import types
# "Other" is the split that has not yet been reviewed to be validated/invalidated
# "Validated" split is a superset of "train, test, validation."
# We include the "validation" split from some low-resource languages for training.
# In the future, we will create new training splits from t... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/configs/covost2.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:34.069177 | from ultravox.data import types
CVST_BASE_CONFIG = types.DatasetConfig(
name="covost2",
path="fixie-ai/covost2",
user_template=types.TRANSLATION_USER_TEMPLATE,
transcript_template="{{sentence}}",
assistant_template="{{translation}}",
eval_config=types.EvalConfig(metric="bleu"),
)
CVST_AR_EN_CO... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/aug/compression.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:34.104858 | import audioop
import platform
import subprocess
import tempfile
from typing import Optional
import numpy as np
import soundfile as sf
from .base import Augmentation
from .config import AugmentationArgs
from .config import AugmentationConfig
from .registry import AugRegistry
@AugRegistry.register_type("ffmpeg_compr... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/configs/gigaspeech.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:34.182350 | from ultravox.data import types
GS_XL_CONFIG = types.DatasetConfig(
name="gigaspeech-xl",
path="fixie-ai/gigaspeech",
subset="xl-empty-audio-removed",
splits=[
types.DatasetSplitConfig(name="train", num_samples=8_266_422),
],
transcript_template="{{text_proc.format_asr_text(text)}}",
... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/configs/fleurs.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:34.264553 | from ultravox.data import types
# 1) Base FLEURS config
FLEURS_BASE_CONFIG = types.DatasetConfig(
name="fleurs",
path="google/fleurs",
transcript_template="{{transcription}}",
assistant_template="{{transcription}}",
)
# The following languages needs special normalization (english vs languages that are... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/configs/kathbath.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:34.265835 | from ultravox.data import types
# Base config for Kathbath dataset
KATHBATH_BASE_CONFIG = types.DatasetConfig(
name="kathbath",
path="fixie-ai/Kathbath",
# audio_field="audio_filepath",
transcript_template="{{text}}",
)
# Bengali
KATHBATH_BN_CONFIG = types.DatasetConfig(
name="kathbath-bn",
ba... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/configs/indicvoices.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:34.270960 | from ultravox.data import types
# Base config for IndicVoices dataset
INDICVOICES_BASE_CONFIG = types.DatasetConfig(
name="indicvoices",
path="fixie-ai/IndicVoices_a",
# audio_field="audio_filepath",
transcript_template="{{text}}",
)
# Assamese
INDICVOICES_AS_CONFIG = types.DatasetConfig(
name="in... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/configs/librispeech.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:34.312771 | from ultravox.data import types
LS_BASE_CONFIG = types.DatasetConfig(
name="librispeech",
path="fixie-ai/librispeech_asr",
transcript_template="{{text_proc.format_asr_text(text)}}",
assistant_template="{{text_proc.format_asr_text(text)}}",
user_template_args={"transcript_language": "English"},
)
L... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/configs/multilingual_librispeech.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:34.354977 | from ultravox.data import types
ML_BASE_CONFIG = types.DatasetConfig(
name="multilingual_librispeech",
path="fixie-ai/multilingual_librispeech",
transcript_template="{{transcript}}",
assistant_template="{{transcript}}",
)
ML_NL_CONFIG = types.DatasetConfig(
name="multilingual_librispeech-nl",
... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/configs/musan.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:34.513860 | from ultravox.data import types
# Configuration for the Musan dataset - a collection of audio samples for noise, music, and speech
MUSAN_CONFIG = types.DatasetConfig(
name="musan",
path="fixie-ai/musan-segments-v2", # Replace with actual HF path if different
subset="no_speech",
splits=[
types.... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/configs/peoplespeech.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:34.574505 | from ultravox.data import types
PS_BASE_CONFIG = types.DatasetConfig(
name="peoplespeech",
path="fixie-ai/peoples_speech",
subset="clean",
splits=[
types.DatasetSplitConfig(name="train", num_samples=1_501_271),
types.DatasetSplitConfig(
name="test", num_samples=34_898, split... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/configs/seamlessalign.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:34.615092 | from ultravox.data import types
# Base config for SeamlessAlign dataset
SEAMLESS_BASE_CONFIG = types.DatasetConfig(
name="seamless",
path="fixie-ai/SeamlessAlign",
subset="indic2en",
# audio_field="audio_filepath",
transcript_template="{{transcription}}",
)
# Hindi
SEAMLESS_HI_CONFIG = types.Datas... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/configs/shrutilipi.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:34.682577 | from ultravox.data import types
# Base config for Shrutilipi dataset
SHRUTILIPI_BASE_CONFIG = types.DatasetConfig(
name="shrutilipi",
path="fixie-ai/Shrutilipi_a",
# audio_field="audio_filepath",
transcript_template="{{text}}",
)
# Assamese
SHRUTILIPI_AS_CONFIG = types.DatasetConfig(
name="shrutil... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/configs/voicebench.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:34.759987 | from ultravox.data import types
SYSTEM_PROMPT = """
You are a friendly and helpful character. You love to answer questions for people.
"""
DUMMY_ASSISTANT_TEMPLATE = "I'm sorry, I don't know the answer to that question."
# Datasets with reference answers (use yes/no evaluation)
VB_BBH_CONFIG = types.DatasetConfig(
... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/configs/wenetspeech.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:34.840545 | from ultravox.data import types
WS_BASE_CONFIG = types.DatasetConfig(
name="wenetspeech",
path="fixie-ai/wenetspeech",
subset="L_fixed",
splits=[types.DatasetSplitConfig(name="train", num_samples=14_621_415)],
transcript_template="{{text}}",
user_template_args={"transcript_language": "Chinese"}... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/configs/voxpopuli.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:34.862557 | from ultravox.data import types
VP_EN_CONFIG = types.DatasetConfig(
name="voxpopuli-en",
path="facebook/voxpopuli",
subset="en",
splits=[
types.DatasetSplitConfig(name="train", num_samples=1_000_000),
types.DatasetSplitConfig(name="validation", num_samples=10_000),
],
assistant_... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/data_sample.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:34.864155 | import base64
import dataclasses
import io
from typing import Any, Dict, List, Optional
import librosa
import numpy as np
import soundfile as sf
from numpy import typing as npt
SAMPLE_RATE = 16000
def audio_from_file(path: str) -> np.ndarray:
"""Load audio from a file, converting to float32 PCM @ 16 kHz."""
... |
fixie-ai/ultravox | https://github.com/fixie-ai/ultravox | null | null | null | null | 4,412 | null | null | mit | null | null | null | null | null | null | null | ultravox/data/data_sample_test.py | null | null | null | null | null | null | Python | 2026-05-04T02:01:34.894536 | from typing import Union
import numpy as np
import pytest
from ultravox.data import data_sample
def _create_sine_wave(
freq: int = 440,
duration: float = 1.0,
sample_rate: int = 16000,
amplitude: float = 0.1,
target_dtype: str = "float32",
) -> Union[
np.typing.NDArray[np.float32],
np.ty... |
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