Datasets:
Tasks:
Time Series Forecasting
Languages:
English
Size:
< 1K
Tags:
temporal-point-process
event-sequences
github
software-engineering
marked-temporal-point-process
License:
Upload README.md with huggingface_hub
Browse files
README.md
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@@ -12,35 +12,6 @@ tags:
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- marked-temporal-point-process
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size_categories:
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- n<1K
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configs:
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- config_name: default
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data_files:
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- split: test
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path: data/test-*
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dataset_info:
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features:
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- name: seq_idx
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dtype: int64
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- name: seq_len
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dtype: int64
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- name: description
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dtype: string
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- name: metadata
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dtype: string
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- name: time_since_start
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list: float64
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- name: time_since_last_event
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list: float64
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- name: type_event
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list: string
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- name: type_text
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list: string
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splits:
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- name: test
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num_bytes: 11948848
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num_examples: 373
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download_size: 3797582
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dataset_size: 11948848
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---
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# GitHub Repository Event Streams
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| `seq_idx` | int | Sequence index |
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| `seq_len` | int | Number of events in the sequence |
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| `description` | str | Repository name, description, language, stars, and event window |
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| `metadata` | str (JSON) | `repo_name`, `stars`, `language`, `actors` |
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| `time_since_start` | list[float] |
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| `time_since_last_event` | list[float] |
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| `type_event` | list[str] | Event type labels (see below) |
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| `type_text` | list[str] | Natural language description of each event |
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"seq_idx": 0,
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"seq_len": 68,
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"description": "GitHub repository example/repo: A web framework for building APIs (Python, 1,234 stars) Event window: June 01 - 07, 2024.",
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"metadata": "{\"repo_name\": \"example/repo\", \"stars\": \"1234\", \"language\": \"Python\", \"actors\": [\"alice\", \"bob\", \"charlie\"]}",
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"time_since_start": [0.0, 0.123, ...],
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"time_since_last_event": [0.0, 0.123, ...],
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"type_event": ["pr_opened", "comment", "pr_reviewed", ...],
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- marked-temporal-point-process
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size_categories:
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- n<1K
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---
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# GitHub Repository Event Streams
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| `seq_idx` | int | Sequence index |
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| `seq_len` | int | Number of events in the sequence |
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| `description` | str | Repository name, description, language, stars, and event window |
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| `metadata` | str (JSON) | `repo_name`, `stars`, `language`, `actors`, `time_unit` |
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| `time_since_start` | list[float] | Time since the first event (in `time_unit`, default hours) |
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| `time_since_last_event` | list[float] | Time since the previous event (in `time_unit`, default hours) |
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| `type_event` | list[str] | Event type labels (see below) |
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| `type_text` | list[str] | Natural language description of each event |
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"seq_idx": 0,
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"seq_len": 68,
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"description": "GitHub repository example/repo: A web framework for building APIs (Python, 1,234 stars) Event window: June 01 - 07, 2024.",
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"metadata": "{\"repo_name\": \"example/repo\", \"stars\": \"1234\", \"language\": \"Python\", \"actors\": [\"alice\", \"bob\", \"charlie\"], \"time_unit\": \"hours\"}",
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"time_since_start": [0.0, 0.123, ...],
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"time_since_last_event": [0.0, 0.123, ...],
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"type_event": ["pr_opened", "comment", "pr_reviewed", ...],
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