{"library":"synapseml","type":"library","category":null,"description":"SynapseML (formerly MMLSpark) is an open-source library that simplifies the creation of massively scalable machine learning (ML) pipelines on Apache Spark. It provides simple, composable, and distributed APIs for various ML tasks such as text analytics, computer vision, anomaly detection, and deep learning. SynapseML seamlessly integrates with Azure AI services and OpenAI, allowing for large-scale intelligent systems. Currently at version 1.1.3, it maintains an active release cadence with frequent updates.","language":"python","status":"active","version":"1.1.3","tags":["machine learning","spark","distributed computing","ai","azure","microsoft","deep learning","big data"],"last_verified":"Thu May 21","install":[{"cmd":"pip install synapseml pyspark","imports":["from pyspark.sql import SparkSession","from synapse.ml.services.openai import OpenAIPrompt","from synapse.ml.lightgbm import LightGBMClassifier","from synapse.ml.featurize.text import TextFeaturizer","from synapse.ml.services.language import AnalyzeText","from synapse.ml.core.platform import find_secret"]},{"cmd":"pyspark --packages com.microsoft.azure:synapseml_2.12:1.1.3 --repositories https://mmlspark.azureedge.net/maven","imports":[]}],"homepage":"https://microsoft.github.io/SynapseML/","github":"https://github.com/Microsoft/SynapseML","docs":null,"changelog":null,"pypi":"https://pypi.org/project/synapseml/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":31.5,"avg_import_s":0.46,"wheel_type":"sdist"},"url":"https://checklist.day/v1/registry/synapseml/compatibility"}}