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ML.NET is an open source and cross-platform machine learning framework for .NET.

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**Is your feature request related to a problem? Please describe.** The image classifier in ML.NET currently accepts input in the form of a byte array (only certain file formats, e.g....

enhancement
needs-further-triage

**Is your feature request related to a problem? Please describe.** LLM uses cosine-similarity to retrieve relevant corpus as memory. While `KNN` is most commonly used to get `k` similar items,...

enhancement
untriaged

It just would be nice to be able to switch between spark and the analysis package. I'm trying to do some plotting that I'm not sure how to do with...

enhancement
needs-further-triage

As I remember in some comparisons, there is a note that fastTree, LightGBM and FastForest could be converted to code. LightGBM would appear to have some methods to convert it...

enhancement
untriaged
needs-further-triage

I have been doing regression for using the taxi dataset and have got the solution worked fine, however only one column can be predictied as of now and i want...

untriaged
needs-further-triage

I could not find docs or plans about distributed learning. If that is correct, any ideas for how it could be implemented or links to common approaches? AutoML 2.0 seems...

enhancement
AutoML.NET
untriaged
needs-further-triage

As it was mentioned in #6642 DataFrame has a lot of boilerplate code like: ``` DataFrameBuffer resultMutableBuffer = DataFrameBuffer.GetMutableBuffer(resultBuffer); resultContainer.Buffers[b] = resultMutableBuffer; Span resultSpan = resultMutableBuffer.Span; DataFrameBuffer resultMutableNullBitMapBuffer = DataFrameBuffer.GetMutableBuffer(resultContainer.NullBitMapBuffers[b]);...

enhancement

Is there a option to fill missing values with the preceding value similar to `pandas.fillna(method = ffill)` method for the MissingValueReplacingEstimator? How would that be achieved?

enhancement

`ExampleWeightColumnName` is not sufficiently explained. From the information in the page I cannot deduce what is this actually doing. --- #### Document Details ⚠ *Do not edit this section. It...

documentation