datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
migration-bench-java-full
MigrationBench
1. 📖 Overview
🤗 MigrationBench
is a large-scale code migration benchmark dataset at the repository level,
across multiple programming languages.
Current and initial release includes java 8 repositories with the maven build system… See the full description on the dataset page: https://huggingface.co/datasets/AmazonScience/migration-bench-java-full.migration-bench-java-selected
MigrationBench
1. 📖 Overview
🤗 MigrationBench
is a large-scale code migration benchmark dataset at the repository level,
across multiple programming languages.
Current and initial release includes java 8 repositories with the maven build system… See the full description on the dataset page: https://huggingface.co/datasets/AmazonScience/migration-bench-java-selected.MigrationTraceComing soon!
Migration_flows
Deep learning four decades of human migration: datasets
This repository contains all migration flow estimates associated with the paper "Deep learning four decades of human migration." Evaluation code, training data, trained neural networks, and smaller flow datasets are available in the main GitHub repository, which also provides detailed instructions on data sourcing. Due to file size limits, the larger datasets are archived here.
The repository contains three folders:… See the full description on the dataset page: https://huggingface.co/datasets/ThGaskin/Migration_flows.migration-bench-java-utg
MigrationBench
1. 📖 Overview
🤗 MigrationBench
is a large-scale code migration benchmark dataset at the repository level,
across multiple programming languages.
Current and initial release includes java 8 repositories with the maven build system… See the full description on the dataset page: https://huggingface.co/datasets/AmazonScience/migration-bench-java-utg.minimal-shot-av-migration-cachevisasglang-migration-20260911
Private migration backup
Code, worktrees, original corpora, experiment outputs and frozen evidence for sglang_test.
Read RESTORE.md and verification.json before restoring. migration-inventory.json maps the included files; SHA256SUMS uses portable relative paths. Research-secure remote data is deferred at the owner request. Runtime KV stores and credentials are excluded.
GitHub source: https://github.com/crmsndu/sglang_test
api-contract-migration-trajectories
Api Contract Migration Trajectories
Rights & intended use: legacy public research corpus / portfolio
artifact. Hosted frontier-model outputs are research-only inputs under
project policy (synthetic-factory#161):
intended_use: research_only, project_training_policy: blocked. Not
training data for any model-weight update. Machine-readable record:
rights.json.
Release status: The raw, uncurated payload is now published under
data/raw/. It is available for inspection and… See the full description on the dataset page: https://huggingface.co/datasets/rmems/api-contract-migration-trajectories.python-migrationspatchvla-lehome-migration
PatchVLA / LeHome migration snapshot
This repository contains a Docker environment and runtime data snapshot exported from the owner's A6000 server for restoration on a PRO5000 server. It is an environment transfer bundle, not a Hugging Face model or a tabular dataset.
Contents
docker-images.tar.zst.part-*: a single Docker save archive containing lehome-lerobot:0.6.0-vla and openpi-pi05:ubuntu22, Zstandard-compressed and split into 4 GiB parts.… See the full description on the dataset page: https://huggingface.co/datasets/haxiaofeng/patchvla-lehome-migration.news_embeddingnews_cluster_labeledchenxing-migration-data-20260913
3D Evaluation Data and Results
Deduplicated geometry, images, rendered videos and numerical results from 3D evaluation projects. Access requires manual approval.
Files
Data is uploaded incrementally as Zstandard-compressed tar shards under data/. Each member has a stable numeric identifier and its original format extension. Original operational filesystem paths, code, credentials and configuration are excluded from the published manifests.
This upload is in… See the full description on the dataset page: https://huggingface.co/datasets/blllank/chenxing-migration-data-20260913.db-migration-repair-trajectories
Db Migration Repair Trajectories
Rights & intended use: legacy public research corpus / portfolio
artifact. Hosted frontier-model outputs are research-only inputs under
project policy (synthetic-factory#161):
intended_use: research_only, project_training_policy: blocked. Not
training data for any model-weight update. Machine-readable record:
rights.json.
Release status: The raw, uncurated payload is now published under
data/raw/. It is available for inspection and… See the full description on the dataset page: https://huggingface.co/datasets/rmems/db-migration-repair-trajectories.newsmigration_datasetdataset_info:
features:
- name: repo
dtype: string
- name: instance_id
dtype: string
- name: base_commit
dtype: string
- name: patch
dtype: string
- name: test_patch
dtype: string
- name: problem_statement
dtype: string
- name: hints_text
dtype: string
- name: created_at
dtype: string
- name: version
dtype: string
- name: FAIL_TO_PASS
dtype: string
- name: PASS_TO_PASS
dtype: string… See the full description on the dataset page: https://huggingface.co/datasets/12Parker/migration_dataset.embedding-migration-results
Embedding Migration Results
Experimental results from testing whether vector databases can be migrated to new embedding models without re-embedding the entire corpus.
Overview
We embedded ~1M MS MARCO passages with 6 embedding models across 3 dimensionalities (768, 1024, 2560), trained linear translators between every pair of embedding spaces, and measured recall@10 ratio (translated / native ceiling).
Models
Model
Dim
Prefix… See the full description on the dataset page: https://huggingface.co/datasets/allisonzz/embedding-migration-results.vn-provinces-migration-rates
Vietnam provinces migration rates
In-migration, out-migration and net migration rates (per 1000 population). Coverage 2005-2024 for provinces/regions (2006 absent in source). National totals only through 2017 in source. Includes historical Ha Tay. Year 2024 is preliminary. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-migration-rates.fastapi_pydantic_v2_migration_concurrency_teaser
🚀 Python Backend - FastAPI & Pydantic v2 Migration & Concurrency Suite (Evaluation Teaser)
⚡ Official Free Evaluation Teaser (50 Verified Multi-Turn Scenarios)🏆 Get the Full Production Package (498 Samples) & Commercial EULA on Gumroad:👉 Python Backend - FastAPI & Pydantic v2 Migration & Concurrency Suite on Gumroad🏷️ Use coupon code LAUNCH20 for 20 € off at checkout!
📦 What is Inside the Full Production Package:
498 Verified FAANG v2.0 Scenarios (100%… See the full description on the dataset page: https://huggingface.co/datasets/emgena/fastapi_pydantic_v2_migration_concurrency_teaser.test-xet-migration-2africa-synth-mental-health-climate-migration-mental-health-all
Climate Migration & Mental Health (SSA) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: humanitarian_development - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-mental-health-climate-migration-mental-health-all.physx-v181-s5000-migration-20260910
v18.1 canonical seating migration data
User-authorized public transfer of the exact 233 training and 64 validation objects and their 25 pre-rendered views from PhysXVerse. No test records are included. See transfer_manifest.json and image_checksums.json for SHA-256 validation. Extract the tar archive and set data/manifest.json asset_roots.images to the absolute extracted renders_cond directory.
Bird_Migration_Analysis
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Bird Migration: Identifying Survival Corridors
Project Overview
This project investigates a dataset of 10,000 migratory bird records to identify the physiological and environmental factors that determine migration success. By leveraging exploratory data analysis (EDA) and advanced statistical visualization, this study identifies a specific "Safe Zone" for flight altitude and challenges common assumptions regarding… See the full description on the dataset page: https://huggingface.co/datasets/Jonathandav/Bird_Migration_Analysis.africa-pqc-migration-synthetic
Africa PQC Migration Cost (Synthetic) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: not declared - Sector: governance_security - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-pqc-migration-synthetic.Halide_Perovskite_Ion_Migration_MLFF_neutral_iodide_interstitial
Cite this dataset Tyagi, V., Pols, M., Brocks, G., and Tao, S. Halide Perovskite Ion Migration MLFF neutral iodide interstitial. ColabFit, 2025. https://doi.org/None
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_11usai5qggq2_0
Visit the ColabFit Exchange to search additional datasets by author, description, element… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/Halide_Perovskite_Ion_Migration_MLFF_neutral_iodide_interstitial.africa-botswana-uneca-population-and-migration
BOTSWANA - Population and migration indicators, UNECA | Africa (original)
Size category: n<1K - Formats: parquet - Sector: humanitarian_development - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-botswana-uneca-population-and-migration.Halide_Perovskite_Ion_Migration_MLFF_positive_iodide_interstitial
Cite this dataset Tyagi, V., Pols, M., Brocks, G., and Tao, S. Halide Perovskite Ion Migration MLFF positive iodide interstitial. ColabFit, 2025. https://doi.org/None
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_oef7piahyylc_0
Visit the ColabFit Exchange to search additional datasets by author, description, element… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/Halide_Perovskite_Ion_Migration_MLFF_positive_iodide_interstitial.asia-owid-population-growth-rate-with-and-without-migration
Population Growth Rate With And Without Migration | Asia (Our World in Data)
🌏 3,626 observations · 49 Asia countries · 1950–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 3,626 observations of Population Growth Rate With And Without Migration data across 49 Asia countries, spanning 1950–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Population Growth Rate With And… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-population-growth-rate-with-and-without-migration.africa-burundi-uneca-population-and-migration
BURUNDI - Population and migration indicators, UNECA | Africa (original)
Size category: n<1K - Formats: parquet - Sector: humanitarian_development - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-burundi-uneca-population-and-migration.