{"library":"tensorflow-estimator","type":"library","category":null,"description":"The TensorFlow Estimator library provides a high-level API for training machine learning models, simplifying the process of training, evaluating, and predicting. While still maintained for existing projects, it is officially not recommended for new code, with Keras being the preferred API in modern TensorFlow. It generally follows the TensorFlow core release cadence.","language":"python","status":"maintenance","version":"2.15.0","tags":["tensorflow","machine-learning","deep-learning","estimator","neural-networks"],"last_verified":"Wed May 20","install":[{"cmd":"pip install tensorflow-estimator","imports":["import tensorflow as tf\nestimator = tf.estimator.Estimator(...)","import tensorflow as tf\nclassifier = tf.estimator.DNNClassifier(...)"]},{"cmd":"pip install tensorflow","imports":[]}],"homepage":"https://www.tensorflow.org/","github":"https://github.com/tensorflow/estimator","docs":null,"changelog":null,"pypi":"https://pypi.org/project/tensorflow-estimator/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":38,"avg_install_s":16.7,"avg_import_s":10.3,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/tensorflow-estimator/compatibility"}}