Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-neuchatbot
Series of documents for chatbot development.
https://github.com/NEUChatbot/awesome-neuchatbot
- Deep Learning
- Neural Networks and Deep Learning
- Deep Learning
- Deep Learning Tutorial
- neuraltalk - based RNN/LSTM implementation
- Deep Learning in Neural Networks: An Overview
- Tensorflow for Deep Learning Research
- Machine Learning - Stanford - 2014)
- Machine Learning - Carnegie Mellon
- Deep Learning, Self-Taught Learning and Unsupervised Feature Learning
- Machine Learning - yi Lee in NTU
- Using Very Deep Autoencoders for Content Based Image Retrieval
- Learning Deep Architectures for AI
- CMU’s list of papers
- Training Recurrent Neural Networks
- LSTM
- GRU - Gated Recurrent Unit
- GFRNN - supp.pdf)
- LSTM: A Search Space Odyssey
- A Critical Review of Recurrent Neural Networks for Sequence Learning
- Visualizing and Understanding Recurrent Networks
- Recurrent Neural Network based Language Model
- Deep Neural Networks for Acoustic Modeling in Speech Recognition
- Speech Recognition with Deep Recurrent Neural Networks
- Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation
- Google - Sequence to Sequence Learning with Neural Networks
- Ask Me Anything: Dynamic Memory Networks for Natural Language Processing
- Batch Normalization
- Berkeley AI Research (BAIR) Laboratory
- On Using Very Large Target Vocabulary for Neural Machine Translation
- Attention Is All You Need
- A Deep Learning Tutorial: From Perceptrons to Deep Networks
- Deep Learning from the Bottom up
- Theano Tutorial
- Torch7 Tutorials
- TensorFlow tutorials
- More TensorFlow tutorials
- TensorFlow Python Notebooks
- Keras and Lasagne Deep Learning Tutorials
- TensorFlow-World
- Deep Learning with Python
- Keras Tutorial: Content Based Image Retrieval Using a Convolutional Denoising Autoencoder
- Pytorch Tutorial by Yunjey Choi
- deeplearning.net
- deeplearning.stanford.edu
- cs.brown.edu/research/ai
- eecs.umich.edu/ai
- cs.utexas.edu/users/ai-lab
- cs.washington.edu/research/ai
- aiai.ed.ac.uk
- csail.mit.edu
- cgi.cse.unsw.edu.au/~aishare
- cs.rochester.edu/research/ai
- ai.sri.com
- isi.edu/AI/isd.htm
- hips.seas.harvard.edu
- AI Weekly
- stat.ucla.edu
- deeplearning.cs.toronto.edu
- visualqa.org
- Deep Learning News
- Machine Learning is Fun! Adam Geitgey's Blog
- Guide to Machine Learning
- Deep Learning for Beginners
- VQA - ended questions about images.
- Image QA
- Columbia-Utrecht Reflectance and Texture Database - Texture and reflectance measurements for over 60 samples of 3D texture, observed with over 200 different combinations of viewing and illumination directions. (Formats: bmp)
- DeepMind QA Corpus - Textual QA corpus from CNN and DailyMail. More than 300K documents in total. [Paper](http://arxiv.org/abs/1506.03340) for reference.
- Cornell Movie Dialogs - Movie dialogs.
- Ubuntu Dialogue Corpus - Dialogs of ubuntu journal.
- OpenSubtitles - Movie subtitles.
- Twitter - Dataset from twitter.
- Papaya Conversational Data Set - Reorganized based on Cornell and Reddit.
- dgk_shooter_min.conv - Chinese movie dialogs.
- 白鹭时代中文问答语料 - 白鹭时代论坛问答数据，一个问题对应一个最好的答案。
- 微博数据集 - 华为李航实验室发布，也是论文“Neural Responding Machine for Short-Text Conversation”使用的数据集。
- 微博数据集 - 新浪微博数据集，评论回复短句。
- IJCAI - International Joint Conference on Artificial Intelligence
- ICML - International Conference on Machine Learning
- ECML - European Conference on Machine Learning
- KDD - Knowledge Discovery and Data Mining
- NIPS - Neural Information Processing Systems
- O'Reilly AI Conference - O'Reilly Artificial Intelligence Conference
- AAAI - Association for the Advancement of Artificial Intelligence
- Caffe
- Torch7
- Theano
- cuda-convnet
- convetjs
- Ccv
- NuPIC
- DeepLearning4J
- Brain
- DeepLearnToolbox
- Deepnet
- Deeppy
- JavaNN
- hebel
- Mocha.jl
- OpenDL
- cuDNN
- MGL
- Knet.jl
- Nvidia DIGITS - a web app based on Caffe
- Neon - Python based Deep Learning Framework
- Keras - Theano based Deep Learning Library
- Chainer - A flexible framework of neural networks for deep learning
- RNNLM Toolkit
- RNNLIB - A recurrent neural network library
- char-rnn
- MatConvNet: CNNs for MATLAB
- Minerva - a fast and flexible tool for deep learning on multi-GPU
- Brainstorm - Fast, flexible and fun neural networks.
- Tensorflow - Open source software library for numerical computation using data flow graphs
- DMTK - Microsoft Distributed Machine Learning Tookit
- Scikit Flow - Simplified interface for TensorFlow (mimicking Scikit Learn)
- MXnet - Lightweight, Portable, Flexible Distributed/Mobile Deep Learning framework
- Veles - Samsung Distributed machine learning platform
- Marvin - A Minimalist GPU-only N-Dimensional ConvNets Framework
- Apache SINGA - A General Distributed Deep Learning Platform
- DSSTNE - Amazon's library for building Deep Learning models
- SyntaxNet - Google's syntactic parser - A TensorFlow dependency library
- mlpack - A scalable Machine Learning library
- Torchnet - Torch based Deep Learning Library
- Paddle - PArallel Distributed Deep LEarning by Baidu
- NeuPy - Theano based Python library for ANN and Deep Learning
- Lasagne - a lightweight library to build and train neural networks in Theano
- nolearn - wrappers and abstractions around existing neural network libraries, most notably Lasagne
- Sonnet - a library for constructing neural networks by Google's DeepMind
- PyTorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
- CNTK - Microsoft Cognitive Toolkit
- Serpent.AI - Game agent framework: Use any video game as a deep learning sandbox
- Caffe2 - A New Lightweight, Modular, and Scalable Deep Learning Framework
- deeplearn.js - Hardware-accelerated deep learning and linear algebra (NumPy) library for the web
- Google Plus - Deep Learning Community
- 100 Best Github Resources in Github for DL
- Word2Vec
- Google deepdream - Neural Network art
- An efficient, batched LSTM.
- A recurrent neural network designed to generate classical music.
- AlphaGo - A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search"
- Machine Learning for Software Engineers
- Dockerface
- 
Programming Languages
Keywords
deep-learning
15
machine-learning
12
python
10
neural-network
5
tensorflow
4
neural-networks
4
computer-vision
3
gpu
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distributed
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