zincware / ZnTrack
Create, visualize, run & benchmark DVC pipelines in Python & Jupyter notebooks.
☆49Updated this week
Alternatives and similar repositories for ZnTrack:
Users that are interested in ZnTrack are comparing it to the libraries listed below
- Use dask to run the DVC Graph☆16Updated 7 months ago
- Lightweight framework for structured and repeatable model validation☆11Updated last year
- 📝 Pytest plugin for testing notebooks☆193Updated 2 months ago
- DagsHub client libraries☆93Updated this week
- 💫 PyScaffold extension for data-science projects☆157Updated last week
- jobflow is a library for writing computational workflows.☆100Updated this week
- A list of projects relying on Iterative.AI tools to achieve awesomeness☆66Updated 8 months ago
- funsies is a lightweight workflow engine 🔧☆41Updated 3 years ago
- 🏷️ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.☆146Updated this week
- Simple HPC queuing system adapter for Python on based jinja templates to automate the submission script creation.☆26Updated this week
- Rapidly visualize signac projects through a customizable dashboard interface.☆16Updated last week
- Curated list of known efforts in collecting and/or curating of chemical/materials data☆21Updated 4 years ago
- Core components of the pyiron integrated development environment (IDE) for computational materials science☆21Updated this week
- Up-scale python functions for high performance computing (HPC)☆17Updated this week
- Simplifying the discovery and usage of machine-learning ready datasets in materials science and chemistry☆80Updated last month
- Dvc + Streamlit = ❤️☆40Updated last year
- Manage large and heterogeneous data spaces on the file system.☆132Updated this week
- Display and Edit Molecules (https://zndraw.icp.uni-stuttgart.de)☆38Updated this week
- 📈 Log and track ML metrics, parameters, models with Git and/or DVC☆171Updated this week
- An abstraction layer for parameter tuning☆35Updated 6 months ago
- Workflow management for signac-managed data spaces.☆48Updated last week
- Machine Learned Interatomic Potential Tools☆21Updated this week
- A GitHub action to build data science environment images with repo2docker and push them to registries.☆145Updated 4 months ago
- Automated Jupyter notebook testing. 📙☆41Updated last year
- For when your data won't fit in your dataframe☆39Updated 3 weeks ago
- A collection of self-contained fsspec-based filesystems☆15Updated this week
- Runs black on code cells in a Jupyter notebook☆50Updated 3 years ago
- ☁️ Export Ploomber pipelines to Kubernetes (Argo), Airflow, AWS Batch, SLURM, and Kubeflow.☆45Updated this week