An End-to-End Deep Learning Benchmark and Competition
Using a Neural Network to choose a accessible font color based on a background color.
An experiment to visualize a trained deep neural network as activation plots
TSNE Embedding Visualisation
A Simple and easy to use way to Visualise Embeddings!
Efficient GPU kernels for block-sparse matrix multiplication and convolution
Streaming reference architecture for ETL with Kafka and Kafka-Connect
An automated adversary emulation system
MatchZoo is a toolkit for text matching. It was developed to facilitate the designing, comparing, and sharing of deep text matching models.
An analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.
A Household Multimodal Environment is a platform for artificial agents to learn from vision, audio, semantics, physics, and interaction with objects and other agents, all within a realistic context.
CNN-DCNN text autoencoder
Implementations of the models in the paper “Deconvolutional Paragraph Representation Learning” by Yizhe Zhang, Dinghan Shen, Guoyin Wang, Zhe Gan, Ricardo Henao and Lawrence Carin, NIPS 2017
Synthesizing and manipulating 2048×1024 images with conditional GANs
PyTorch Unsupervised Sentiment Discovery
Unsupervised Language Modeling at scale for robust sentiment classification
Probabilistic Torch is library for deep generative models that extends PyTorch
Gradient based receptive field estimation for Convolutional Neural Networks
AI on Hadoop
A lightweight approximate Nearest Neighbor library which runs faster even with large datasets
CUDA Templates for Linear Algebra Subroutines
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