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sandy4321's Projects

deeplearn icon deeplearn

Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

deeplearning_financial icon deeplearning_financial

Attempt to replicate: A deep learning framework for financial time series using stacked autoencoders and long- short term memory

deeplearningbook icon deeplearningbook

Notebooks, links, to go with the Deep Learning Book Series at the Deep Learning Toronto Meetup

deeplearningmovies icon deeplearningmovies

Kaggle's competition for using Google's word2vec package for sentiment analysis

deepmatch icon deepmatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors for user and item which can be used for ANN search.

deepnlp-1 icon deepnlp-1

Deep Learning NLP Pipeline implemented on Tensorflow

deepnorms icon deepnorms

Code for An Inductive Bias for Distances: Neural Nets that Respect the Triangle Inequality (ICLR 2020)

deepnumbers icon deepnumbers

A set of educational deep learning demos applied to the MNIST dataset

deeppose_tf icon deeppose_tf

DeepPose implementation on TensorFlow. Original Paper http://arxiv.org/abs/1312.4659

deepqa icon deepqa

GitXiv Competition: Replicate the findings of the Deep Q&A research paper, preferably in collaboration with others. Use library of choice. Upload your findings here

deepqa-1 icon deepqa-1

My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot

deeprl-agents icon deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

deepseq icon deepseq

Code for paper titled, "Beyond Homology Transfer: Deep Learning for Automated Annotation of Proteins". Preprint available at: http://www.biorxiv.org/content/early/2017/07/25/168120

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