Distiller is an open-source Python package for neural network compression research. Network compression can reduce the memory footprint of a neural network, increase its inference speed and save energy. Distille
Distiller is an open-source Python package for neural network compression research. Network compression can reduce the memory footprint of a neural network, increase its inference speed and save energy. Distiller provides a PyTorch environment for prototyping and analyzing compression algorithms, such as...
PyTorch is a Python package that provides two high-level features: Tensor computation (like NumPy) with strong GPU acceleration Deep neural networks built on a tape-based autograd system You can reuse your favorite Python packages such as NumPy, SciPy and Cython to extend PyTorch when needed. Mo...
Kerasis a very popular ML for Python, providing a high-level neural network API capable of running on top of TensorFlow, CNTK, or Theano. Advantages: Great for experimentation and quick prototyping. Portable. Offers easy expression of neural networks. Great for use in modeling and visualization....
microsoftml.rx_neural_network 神经网络。 microsoftml.rx_oneclass_svm 异常检测。 2 转换函数 分类变量处理 展开表 函数说明 microsoftml.categorical 将文本列转换为类别。 microsoftml.categorical_hash 将文本列进行哈希处理并转换为类别。 架构操作 展开表 函数说明 microsoftml.concat 将多个列串联为一个矢量...
PyTorch is a Python package that provides two high-level features: Tensor computation (like NumPy) with strong GPU acceleration Deep neural networks built on a tape-based autograd system You can reuse your favorite Python packages such as NumPy, SciPy, and Cython to extend PyTorch when needed. ...
“PyBrain(Python-Based Reinforcement Learning, Artificial Intelligence and Neural Network)是Python的一个机器学习模块,它的目标是为机器学习任务提供灵活、易应、强大的机器学习算法。(这名字很霸气) PyBrain正如其名,包括神经网络、强化学习(及二者结合)、无监督学习、进化算法。因为目前的许多问题需要处理连续态和行...
Native Python implementation requiring minimal efforts to set up; Full neural network pipeline for robust text analytics, including tokenization, multi-word token (MWT) expansion, lemmatization, part-of-speech (POS) and morphological features tagging, dependency parsing, and named entity recognition; Pre...
microsoftml.rx_neural_network 神经网络。 microsoftml.rx_oneclass_svm 异常检测。 2 转换函数 分类变量处理 展开表 函数说明 microsoftml.categorical 将文本列转换为类别。 microsoftml.categorical_hash 将文本列进行哈希处理并转换为类别。 架构操作 展开表 函数说明 microsoftml.concat 将多个列串联为一个...
/api/nltk.stem.html#nltk.stem.wordnet.WordNetLemmatizer.lemmatize) 资源:Treebank-3 (https://catalog.ldc.upenn.edu...package (http://www.nltk.org/api/nltk.tag.html) 拼音-中文转换 论文:NeuralNetwork Language Model for Chinese...:Multi-Domain Sentiment Dataset (version2.0 (http://ww...