ml-frameworks

Torch CUDA Extension TricksMay 6, 2020
Some tricks I found useful for writing CUDA extensions for PyTorch.
software-engineering gpu ml-frameworks optimization
Using Gensim Word2Vec Embeddings in KerasAugust 2, 2016
A short post and script regarding using Gensim Word2Vec embeddings in Keras, with example code.
machine-learning deep-learning nlp ml-frameworks
Question Answering using KerasApril 27, 2016
An in-depth introduction to using Keras for language modeling; word embedding, recurrent and convolutional neural networks, attentional RNNs, and similarity metrics for vector embeddings.
machine-learning deep-learning nlp ml-frameworks
A Neural Network in 28 Lines of TheanoFebruary 23, 2016
A quick introduction to using Theano for deep learning, from the bare-bones to a full neural network.
machine-learning deep-learning ml-frameworks software-engineering