sevinjyolchuyeva

AIF360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

BERT-keras

Keras implementation of BERT with pre-trained weights

Chatbot-from-Movie-Dialogue

Built a simple chatbot from a sequence-to-sequence model with TensorFlow.

Coursera_Deep-Neural-Network

Deep-Survey-Text-Classification

The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras.

deep_learning_NLP

Keras Implementations of Deep Learning Architectures for NLP

DeepQA

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

Dialogue-Datasets

A collection of plain text dialogue datasets

fastText_multilingual

Multilingual word vectors in 78 languages

gensim

Topic Modelling for Humans

JointSLU

jupyter_http_over_ws

kaggle-text-norm-ru

Text Normalization Challenge - Russian Language (silver medal winner). Check my coding style by: best_v2.py

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

Keras-GAN

Keras implementations of Generative Adversarial Networks.

keras-tuner

Hyperparameter tuning for humans

nlu-benchmark

nmt-keras

Neural Machine Translation with Keras (Theano/Tensorflow)

PlotNeuralNet

Latex code for making neural networks diagrams

pro-deep-learning-w-tensorflow

Source code for 'Pro Deep Learning with TensorFlow' by Santanu Pattanayak

python_nlp_2017_fall

Material for the 2017 fall edition of the course "Introduction to Python and Human Language Technologies" at BME AUT

q-trader

Deep Q-learning driven stock trader bot

RNN-for-Joint-NLU

Tensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)

SlotGated-SLU

Slot-Gated Modeling for Joint Slot Filling and Intent Prediction

speech

my approach to the kaggle speech recognition challenge

test_newpaper

test_newpaper1

testing-gel-readme.rd

testing-readme.rd

test

vitmav45

Git repo for the BME deep learning course.