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If I understand it correctly: - Tensorflow is the best tool to make the grunt work necessary to calibrate the parameters of fitting algorithms. - Models of fi
by galfarragem 8y ago
If I understand it correctly:
- Tensorflow is the best tool to make the grunt work necessary to calibrate the parameters of fitting algorithms.
- Models of fitting algorithms are human proposed and where the ML 'art' is. Seems to be kind of reverse engineering.
- gaius 8y agoTensorflow is the best tool It is one of many competing tools, which is “best” depends ironically on many variables. CNTK is a rival for example.
- halflings 8y agoAccurate, although in most cases, the art is not in choosing the algorithm (often a regular feed-forward, covolutional or recurrent neural network) but the hyperparameters (regularization, number of layers, units, etc.) and sometimes the way the data is fed (augment the dataset with distortions? sample negative examples randomly? etc.)