7 是否有免费的云服务来训练机器学习模型? 我想用大量的训练数据来训练一个深度模型,但是我的台式机没有能力用这些丰富的数据来训练这样的深度模型。 我想知道是否有任何免费的云服务可用于训练机器学习和深度学习模型? 我还想知道是否有云服务,在哪里可以跟踪培训结果,即使我没有连接到云,培训也将继续。 27 machine-learning neural-network deep-learning cloud-computing
3 是否有适用于python的好的即用型语言模型? 我正在为一个应用程序制作原型,我需要一个语言模型来计算一些生成的句子的困惑度。 我可以随时使用经过训练的python语言模型吗?简单的东西 model = LanguageModel('en') p1 = model.perplexity('This is a well constructed sentence') p2 = model.perplexity('Bunny lamp robert junior pancake') assert p1 < p2 我看过一些框架,但找不到我想要的。我知道我可以使用类似: from nltk.model.ngram import NgramModel lm = NgramModel(3, brown.words(categories='news')) 这在Brown Corpus上使用了很好的图林概率分布,但是我正在一些大型数据集(例如1b单词数据集)上寻找精心设计的模型。我可以真正相信一般领域的结果(不仅是新闻) 11 python nlp language-model r statistics linear-regression machine-learning classification random-forest xgboost python sampling data-mining orange predictive-modeling recommender-system statistics dimensionality-reduction pca machine-learning python deep-learning keras reinforcement-learning neural-network image-classification r dplyr deep-learning keras tensorflow lstm dropout machine-learning sampling categorical-data data-imputation machine-learning deep-learning machine-learning-model dropout deep-network pandas data-cleaning data-science-model aggregation python neural-network reinforcement-learning policy-gradients r dataframe dataset statistics prediction forecasting r k-means python scikit-learn labels python orange cloud-computing machine-learning neural-network deep-learning rnn recurrent-neural-net logistic-regression missing-data deep-learning autoencoder apache-hadoop time-series data preprocessing classification predictive-modeling time-series machine-learning python feature-selection autoencoder deep-learning keras tensorflow lstm word-embeddings predictive-modeling prediction machine-learning-model machine-learning classification binary theory machine-learning neural-network time-series lstm rnn neural-network deep-learning keras tensorflow convnet computer-vision