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typos #54

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6 changes: 3 additions & 3 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -18,13 +18,13 @@ Vespa applications from python for faster exploration.

The main goal of this space is to facilitate prototyping and experimentation for data scientists.
Please visit Vespa [sample apps](https://github.com/vespa-engine/sample-apps/)
for producuction-ready use cases and [Vespa docs](https://docs.vespa.ai/) for in-depth Vespa documentation.
for production-ready use cases and [Vespa docs](https://docs.vespa.ai/) for in-depth Vespa documentation.



## Install

Code to support and reproduce the usecases documented here can be found in the `learntorank` library.
Code to support and reproduce the use cases documented here can be found in the `learntorank` library.

Install via PyPI:

Expand All @@ -34,7 +34,7 @@ Install via PyPI:

## Development

All the code and content of this repo is created using [nbdev](https://nbdev.fast.ai/) by editting notebooks.
All the code and content of this repo is created using [nbdev](https://nbdev.fast.ai/) by editing notebooks.
We will give a summary below about the main points required to contribute,
but we suggest going through [nbdev tutorials](https://nbdev.fast.ai/tutorials/tutorial.html) to learn more.

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6 changes: 3 additions & 3 deletions index.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -44,7 +44,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"The main goal of this space is to facilitate prototyping and experimentation for data scientists. Please visit Vespa [sample apps](https://github.com/vespa-engine/sample-apps/) for producuction-ready use cases and [Vespa docs](https://docs.vespa.ai/) for in-depth Vespa documentation."
"The main goal of this space is to facilitate prototyping and experimentation for data scientists. Please visit Vespa [sample apps](https://github.com/vespa-engine/sample-apps/) for production-ready use cases and [Vespa docs](https://docs.vespa.ai/) for in-depth Vespa documentation."
]
},
{
Expand All @@ -58,7 +58,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"Code to support and reproduce the usecases documented here can be found in the `learntorank` library. "
"Code to support and reproduce the use cases documented here can be found in the `learntorank` library."
]
},
{
Expand Down Expand Up @@ -86,7 +86,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"All the code and content of this repo is created using [nbdev](https://nbdev.fast.ai/) by editting notebooks. We will give a summary below about the main points required to contribute, but we suggest going through [nbdev tutorials](https://nbdev.fast.ai/tutorials/tutorial.html) to learn more."
"All the code and content of this repo is created using [nbdev](https://nbdev.fast.ai/) by editing notebooks. We will give a summary below about the main points required to contribute, but we suggest going through [nbdev tutorials](https://nbdev.fast.ai/tutorials/tutorial.html) to learn more."
]
},
{
Expand Down