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* Update README.md

Minor spelling/grammer fixes and update LookupArrays to Lookup

* Update README.md

rever small change
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alex-s-gardner committed Apr 22, 2024
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Expand Up @@ -76,7 +76,7 @@ A[Y=1:10, X=1]
19.0 0.605331
```

We can also subset by lookup, using a `Selector`, lets try `At`:
One can also subset by lookup, using a `Selector`, lets try `At`:

```julia
A[Y(At(25))]
Expand Down Expand Up @@ -117,12 +117,12 @@ And the plot will have the right ticks and labels.
> [!NOTE]
> Recent changes have greatly reduced the exported API.
Previously exported methods can me brought into global scope by `using`
the sub-modules they have been moved to - `LookupArrays` and `Dimensions`:
Previously exported methods can be brought into global scope by `using`
the sub-modules they have been moved to - `Lookup` and `Dimensions`:

```julia
using DimensionalData
using DimensionalData.LookupArrays, DimensionalData.Dimensions
using DimensionalData.Lookup, DimensionalData.Dimensions
```

> [!IMPORTANT]
Expand All @@ -133,4 +133,4 @@ There are a lot of similar Julia packages in this space. AxisArrays.jl, NamedDim
[AxisKeys.jl](https://github.com/mcabbott/AxisKeys.jl) and [AbstractIndices.jl](https://github.com/Tokazama/AbstractIndices.jl) are some other interesting developments. For more detail on why there are so many similar options and where things are headed, read this [thread](https://github.com/JuliaCollections/AxisArraysFuture/issues/1).

The main functionality is explained here, but the full list of features is
listed at the [API](https://rafaqz.github.io/DimensionalData.jl/reference) page.
listed at the [API](https://rafaqz.github.io/DimensionalData.jl/reference) page.

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