Rolling aggregation over Metrics and Lables according to specifications
retrieve remote archive, open and save as parquet
Automatic train, evaluate and predict functions for the ML frameworks - Scikit-Learn, XGBoost and LightGBM.
AzureML serving function
Azure AutoML integration in MLRun, including utils functions for training models on Azure AutoML platfrom.
Batch inference (also knows as prediction) for the common ML frameworks (SciKit-Learn, XGBoost and LightGBM) while performing data drift analysis.
Batch inference (also knows as prediction) for the common ML frameworks (SciKit-Learn, XGBoost and LightGBM) while performing data drift analysis.
describe and visualizes dataset stats
Select features through multiple Statistical and Model filters
Create a binary classification sample dataset and save.
add comments to github pull request
Generic Hugging Face model server.
load a toy dataset from scikit-learn
Mlflow model server, and additional utils.
generic sklearn model server
test model servers
Reduce noise from audio files
ONNX intigration in MLRun, some utils functions for the ONNX framework, optimizing and converting models from different framework to ONNX using MLRun.
Open a file/object archive into a target directory
This function is used to recognize PII in a directory of text files
pyannote's speech diarization of audio files
GenAI approach of question answering on a given data
Send Email messages through SMTP server
Silero VAD (Voice Activity Detection) functions.
GenAI approach of generating structured data according to a given schema
Generate audio file from text using different speakers
tf2 image classification server
Transcribe audio files into text files
Translate text files from one language to another
generic sklearn model server
test v2 model servers