Stars
A Python-embedded modeling language for convex optimization problems.
Code for "M. Zhang, Z. Cui, M. Neumann, and Y. Chen, An End-to-End Deep Learning Architecture for Graph Classification, AAAI-18".
Unsupervised text tokenizer for Neural Network-based text generation.
Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019)
An adversarial example library for constructing attacks, building defenses, and benchmarking both
An implementation of "Deep Content-User Embedding Model for Music Recommendation" in Keras
A very simple framework for state-of-the-art Natural Language Processing (NLP)
Setup and customize deep learning environment in seconds.
An open source library for deep learning end-to-end dialog systems and chatbots.
A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
Modeling Multi-turn Conversation with Deep Utterance Aggregation (COLING 2018)
CLEAR: Cumulative LEARning for one-shot one-class image recognition (CVPR 2018)
Code for the paper CVPR‘18 "A Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts"
Code for "Language GANs Falling Short"
This is a "supervised learning" challenge in machine learning. We are making available 30 datasets, all pre-formatted in given feature representations (this means that each example consists of a fi…
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
Joint Bilingual Sentiment Embeddings and Classifier
Visualizer for neural network, deep learning and machine learning models
Neural Collaborative Filtering
A List of Recommender Systems and Resources
A Python implementation of LightFM, a hybrid recommendation algorithm.
Fast Python Collaborative Filtering for Implicit Feedback Datasets