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Deep Learning and applications in Startups, CV, Text Mining, NLP
neural topic model based on VAE - theano
RNN(LSTM, GRU) in Theano with mini-batch training; character-level language models in Theano
LSTM and GRU in JAVA
code for "Deep Recurrent Generative Decoder for Abstractive Text Summarization"
Startups about artificial intelligence. (DM, ML, NLP, CV...)
Top Conference Timeline
Chinese Word Segment using Seq2Seq Framework.
"Reader-Aware Multi-Document Summarization: An Enhanced Model and The First Dataset"
"Salience Estimation via Variational Auto-Encoders for Multi-Document Summarization"
PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience re…
A Python wrapper for the ROUGE summarization evaluation package
Go AI program which implement the AlphaGo Zero paper
Deep Reinforcement Learning For Sequence to Sequence Models
Python implementation of Reinforcement Learning: An Introduction
Code for paper "Neural Rating Regression with Abstractive Tips Generation for Recommendation"
Variational Autoencoders (VAEs) in Theano for Images and Text
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games
non-anonymized cnn/dailymail dataset for text summarization
A framework for training and evaluating AI models on a variety of openly available dialog datasets.
Adversarial Variational Auto-Encoders (AVAEs) in Theano
MLP using Theano
📝 Python / C++ 11 Solutions of All 468 LeetCode Questions