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Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.
| Date | Stars |
|---|---|
| 2026-07-24 | 1846 |
| 2026-07-25 | 1846 |
| 2026-07-28 | 1845 |
| 2026-07-30 | 1845 |
| 2026-07-31 | 1846 |
| 2026-08-06 | 1846 |
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# DeepLearn Welcome to DeepLearn. This repository contains implementation of following research papers on NLP, CV, ML, and deep learning. <!--- Visit my blog for more details - [Deeplearn](http://deeplearn-ai.com/deeplearn/) --> ```diff - Latest Update : Added _deeplearn_utils modules. Check the releases for description of new features. ``` [1] [*Correlation Neural Networks*](http://arxiv.org/pdf/1504.07225.pdf). CV, transfer learning, representation learning. [code](https://github.com/GauravBh1010tt/DeepLearn/tree/master/CorrNet) [2] [*Reasoning With Neural Tensor Networks for Knowledge Base Completion*](http://nlp.stanford.edu/pubs/SocherChenManningNg_NIPS2013.pdf). NLP, ML. [code](http://github.com/GauravBh1010tt/DeepLearn/tree/master/neural%20tensor%20network) [3] [*Common Representation Learning Using Step-based Correlation Multi-Modal CNN*](http://arxiv.org/abs/1711.00003). CV, transfer learning, representation learning. [code](https://github.com/GauravBh1010tt/DeepLearn/tree/master/corrMCNN) [4] [ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs](https://arxiv.org/pdf/1512.05193.pdf). NLP, deep learning, sentence matching. [code](https://github.com/GauravBh1010tt/DeepLearn/tree/master/Attention_Based_CNN%20(ABCNN)) [5] [Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.723.6492&rep=rep1&type=pdf). NLP, deep learning, CQA. [code](http://github.com/GauravBh1010tt/DeepLearn/tree/master/TrecQA_CNN%2BSim) [6] [Combining Neural, Statistical and External Features for Fake News Stance Identification](http://deeplearn-ai.com/wp-content/uploads/2018/03/www-final.pdf). NLP, IR, deep learning. [code](https://github.com/GauravBh1010tt/DeepLearn/tree/master/fake%20news%20challenge%20(FNC-1)) [7] [WIKIQA: A Challenge Dataset for Open-Domain Question Answering](http://aclweb.org/anthology/D15-1237). NLP, deep learning, CQA. [code](http://github.com/GauravBh1010tt/DeepLearn/tree/master/WikiQA_CNN%2BFeat) [8] [Siamese Recurrent Architectures for Learning Sentence Similarity](http://www.mit.edu/~jonasm/info/MuellerThyagarajan_AAAI16.pdf). NLP, sentence similarity, deep learning. [code](https://github.com/GauravBh1010tt/DeepLearn/tree/master/MaLSTM%20(Siamese)) [9] [Convolutional Neural Tensor Network Architecture for Community Question Answering](https://www.ijcai.org/Proceedings/15/Papers/188.pdf). NLP, deep learning, CQA. [code](https://github.com/GauravBh1010tt/DeepLearn/tree/master/convolution%20neural%20tensor%20network) [10] [Map-Reduce for Machine Learning on Multicore](http://papers.nips.cc/paper/3150-map-reduce-for-machine-learning-on-multicore.pdf). map-reduce, hadoop, ML. [code](https://github.com/GauravBh1010tt/Deep-Cloud) [11] [Teaching Machines to Read and Comprehend](https://arxiv.org/pdf/1506.03340.pdf). NLP, deep learning. [code](https://github.com/GauravBh1010tt/DeepLearn/tree/master/Attention_recurrent_models) [12] [Improved Representation Learning for Question Answer Matching](http://www.aclweb.org/anthology/P16-1044). NLP, deep learning, CQA. [code](https://github.com/GauravBh1010tt/DeepLearn/tree/master/Attention_recurrent_models) [13] [External features for community question answering](http://maroo.cs.umass.edu/getpdf.php?id=1281). NLP, deep learning, CQA. [code](http://github.com/GauravBh1010tt/DeepLearn/tree/master/WikiQA_CNN%2BFeat) [14] [*Language Identification and Disambiguation in Indian Mixed-Script*](http://link.springer.com/chapter/10.1007%2F978-3-319-28034-9_14). NLP, IR, ML. [code](http://github.com/GauravBh1010tt/Auto-correction-for-transliterated-queries) [15] [*Construction of a Semi-Automated model for FAQ Retrieval via Short Message Service*](http://dl.acm.org/citation.cfm?doid=2838706.2838717). NLP, IR, ML. [code](http://github.com/GauravBh1010tt/Auto-correction-for-transliterated-queries/tree/master/bi-gram%20markov%20model) ### Dependencies: The required dependenc
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matched fp:6282e7f3a7729e27, topic:deep-learning
matched fp:6282e7f3a7729e27, topic:computer-vision
matched fp:6282e7f3a7729e27, topic:audio-processing
matched fp:6282e7f3a7729e27, topic:nlp