apache / hamilton
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
Why this job: says: tracing; topics: mlops, llmops

What it does
Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.
Get started
pip install "apache-hamilton[visualization]"- Maintenance
- Active
- Last commit 2 days ago
- Stars
- 2,625
- +3 this week
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest tag
- apache-hamilton-v1.90.0-incubating-RC0
- Released 6 months ago
- Built with
- Jupyter Notebook
- 53% of the code
Is it looked after?
- Contributors
- 14
- Last 90 days
- Issues
- 74% closed
- 109 still open
- Pull requests
- 1,116 merged
- 70 waiting
- Releases
- 120
- 1 in the last year
Similar repos
| Repo | Stars | Last commit | Licence | Downloads for |
|---|---|---|---|---|
| mloda-ai / mloda | 100 | today | Apache-2.0 | No downloads |
More: languages, topics and project record
Languages
- Jupyter Notebook 53%
- Python 38%
- TypeScript 7%
- Shell 1%
Topics
- dag
- data-analysis
- data-engineering
- data-science
- dataframe
- etl
- etl-framework
- etl-pipeline
- feature-engineering
- hacktoberfest
- lineage
- llmops
Project record
- JobEvals and observability
- StatusListed
- Commits2,151
- Forks230
- Watching16
- Stars in 28 days+20
- CreatedFeb 23, 2023
- First seen by usNov 7, 2026
- CheckedNov 7, 2026
