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:

mlflow: installs the supported MLflow version (i.e. mlflow-skinny due do its much smaller size compared to mlflow)
```
pip install "mantik[mlflow]"
```
s3: installs the required dependencies to use the S3 Remote File Service
```
pip install "mantik[s3]"
```
unicore: installs the required dependencies to use the UNICORE Remote File Service
```
pip install "mantik[unicore]"
```
docker: installs the required dependencies to use the Model Docker images
```
pip install "mantik[docker]"
```

For bug reports or feature requests, please email our helpdesk. Details can be found here.

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution for mantik 0.5.5
File	Size	Uploaded
mantik-0.5.5.tar.gz	216.9 kB	Jul 24, 2024	Details

Table of built distributions (wheels) for mantik 0.5.5
File	Interpreter	ABI	Platform	Reset
mantik-0.5.5-py3-none-any.whl 89.8 kB Jul 24, 2024	Python 3	none	any	Details

Total release size: 306.7 kB

Download URL	mantik-0.5.5.tar.gz
Size	216.9 kB
Tags	Source
SHA-256 checksum How to use checksums	`3ff29d3937250a6f39a12d0777739ffebf7d058445dc38399293b259177f12d5`
BLAKE2b-256 checksum How to use checksums	`37b6cbb0430888b92cf3304c11981a63103202f71d4197b8535c8ceff4ecc0b5`
Upload date	Jul 24, 2024
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`poetry/1.8.2 CPython/3.9.19 Linux/5.15.154+`

Download URL	mantik-0.5.5-py3-none-any.whl
Size	89.8 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`a54c4a75d56c6c4019037482ee5659611d946fefa37d0ef2808e27323c3ffc7c`
BLAKE2b-256 checksum How to use checksums	`47442bd40901d64298343ee58bd9abbe78cd8d6158bbeeea992eb389f9c46782`
Upload date	Jul 24, 2024
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`poetry/1.8.2 CPython/3.9.19 Linux/5.15.154+`