Tf2 serving

Load dataset

Model server tester

Select features through multiple Statistical and Model filters

Feature selection

Rolling aggregation over Metrics and Lables according to specifications

Aggregate

Describe

Model server

Model monitoring batch

Describe spark

Create a binary classification sample dataset and save.

Gen class data

Open a file/object archive into a target directory

Open archive

Send email

V2 model tester

retrieve remote archive, open and save as parquet

Arc to parquet

Github utils

V2 model server

ONNX intigration in MLRun, some utils functions for the ONNX framework, optimizing and converting models from different framework to ONNX using MLRun.

Onnx utils

Azure AutoML integration in MLRun, including utils functions for training models on Azure AutoML platfrom.

Azureml utils

Automatic train, evaluate and predict functions for the ML frameworks - Scikit-Learn, XGBoost and LightGBM.

Auto trainer

Azureml serving

Batch inference (also knows as prediction) for the common ML frameworks (SciKit-Learn, XGBoost and LightGBM) while performing data drift analysis.

Batch inference

Hugging face serving

Validate a dataset using Great Expectations

Validate great expectations

Transcribe

GenAI approach of question answering on a given data

Question answering

This function is used to recognize PII in a directory of text files

Pii recognizer

Batch inference v2

Translate text files from one language to another

Translate

GenAI approach of generating structured data according to a given schema

Structured data generator

Generate audio file from text using different speakers

Text to audio generator

Silero VAD (Voice Activity Detection) functions.

Silero vad

pyannote's speech diarization of audio files

Pyannote audio

Noise reduction

Mlflow model server, and additional utils.

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