Mantik - Enhancing Machine Learning Development on HPC
Mantik allows to manage the full Machine Learning workflow on HPC by supporting MLflow and deployment of applications to HPC via the Mantik platform.
For a quickstart see our documentation
Extra Dependencies
By default, mantik only installs the core dependencies required to use the Mantik API. However, additional extras are provided and can be installed:
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mlflow: installs the supported MLflow version (i.e.mlflow-skinnydue do its much smaller size compared tomlflow)pip install "mantik[mlflow]"
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s3: installs the required dependencies to use the S3 Remote File Servicepip install "mantik[s3]"
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unicore: installs the required dependencies to use the UNICORE Remote File Servicepip install "mantik[unicore]"
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docker: installs the required dependencies to use the Model Docker imagespip install "mantik[docker]"
Helpdesk
For bug reports or feature requests, please email our helpdesk. Details can be found here.
Metadata
Release files for mantik 0.5.11
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| mantik-0.5.11.tar.gz | 230.4 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| mantik-0.5.11-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 326.4 kB
Release files / mantik-0.5.11.tar.gz
| Download URL | mantik-0.5.11.tar.gz |
|---|---|
| Size | 230.4 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
poetry/1.8.2 CPython/3.9.19 Linux/5.15.154+
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Release files / mantik-0.5.11-py3-none-any.whl
| Download URL | mantik-0.5.11-py3-none-any.whl |
|---|---|
| Size | 96.0 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
poetry/1.8.2 CPython/3.9.19 Linux/5.15.154+
|