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mimic3-benchmarks
Python suite to construct benchmark machine learning datasets from the MIMIC-III 💊 clinical database.Dynamic-memory-networks-in-Theano
Implementation of Dynamic memory networks by Kumar et al. http://arxiv.org/abs/1506.07285Spoken-language-identification
Spoken language identification with deep learningA-Guide-to-Deep-Learning
📚 A detailed guide to deep learning: http://yerevann.com/a-guide-to-deep-learning/R-NET-in-Keras
Open R-NET (hy` առնետ 🐁) implementation and detailed analysis: https://git.io/vd8dxtranslit-rnn
Automatic transliteration with LSTMWARP
Code for ACL'2021 paper WARP 🌀 Word-level Adversarial ReProgramming. Outperforming `GPT-3` on SuperGLUE Few-Shot text classification. https://aclanthology.org/2021.acl-long.381/DIIN-in-Keras
Reproducing Densely Interactive Inference Network in Kerasneural-colorizer
Convolutional autoencoder to colorize greyscale imagesBARTSmiles
BARTSmiles, generative masked language model for molecular representationsChemLactica
Fine-tuning Galactica and Gemma to operate on SMILES. Integrates into a molecular optimization algorithm.dmn-ui
UI for Dynamic Memory Networksyerevann.github.io
YerevaNN blogSciERC
A fork of https://bitbucket.org/luanyi/scierc/srcPARASITE
🪱 PARASITE || A parallel sentence data preprocessing toolkit. Originally developed as a part of the `en-ru` winner submission of WMT20 Biomedical Translation Task.Relation-extraction-pipeline
Pipelines that combine different modules to perform relation extractionRaSoR-in-Tensorflow
The implementation of one of the SQuAD solutionsarmtreebank
Armenian Treebank http://armtreebank.yerevann.com/word2vec-armenian-wiki
Testing word2vec on Armenian WikipediaCaffe-python-tools
Some tools written in Python to work with CaffeSSL-playground
zsee
Zero Shot Event Extraction - Making pretrained sentence encoders more multilingual and language-agnostic. Works best (at the moment) with YerevaNN's internal version of allennlp.Molecular_Generation_with_GDB13
Kaggle-diabetic-retinopathy-detection
Scripts used in Kaggle Diabetic retionpathy detection contest by YerevaNN teamNLOS-Localization-WAIR-D
pmi
Fast pointwise mutual information implementation in C++RelationClassification
dmn-docker
Dockerfile for starting DMN with UIhyper-language-identification
amr_seq2seq
dom-gen-failure-modes
char-rnn-constitution
NN-in-Armenian
Presentation and other stuff on Neural networks in ArmenianJointUD
🚬 JointUD - Universal Dependencies | Part-of-Speech tagging, Morphological parsing and LemmatizationBioER
Biological entity recognitionyarx
YARX - Yet Another Relation eXtraction framework, based on SciIE architecture and AllenNLP frameworkdocker-cudnn-theano
Docker image for Theano with Ubuntu 16.04 + CUDA 8.0 + cuDNN 7Love Open Source and this site? Check out how you can help us