zeinsh
Machine Learning Engineer | Ph.D student at ITMO university | NLP & TTS
ITMO UniversitySaint-Petersburg
Pinned Repositories
KandinskyVideo
KandinskyVideo — multilingual end-to-end text2video latent diffusion model
awesome-text-generation
A curated list of recent models of text generation and application
Bitcoins_timeseries
deeplearning
Tasks implemented by me in deep learning- exercises, architectures ..
experementaldataprocessing
Methods of experimental data processing
kaggle_tasks
Legal-Docs-Large-MLTC
Multi Label Text Classification for Legal documents. Work on mono-lingual and multilingual parallel data
lenta_short_sentences
Dataset extracted by analyzing and processing Lenta news dataset for Russian Language, to be used in my research for text generation
Sentence-VAE
PyTorch Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349
seqGAN-LentaShortSentences
A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
zeinsh's Repositories
zeinsh/Legal-Docs-Large-MLTC
Multi Label Text Classification for Legal documents. Work on mono-lingual and multilingual parallel data
zeinsh/lenta_short_sentences
Dataset extracted by analyzing and processing Lenta news dataset for Russian Language, to be used in my research for text generation
zeinsh/deeplearning
Tasks implemented by me in deep learning- exercises, architectures ..
zeinsh/kaggle_tasks
zeinsh/awesome-text-generation
A curated list of recent models of text generation and application
zeinsh/Bitcoins_timeseries
zeinsh/chatterbot-corpus
A multilingual dialog corpus
zeinsh/experementaldataprocessing
Methods of experimental data processing
zeinsh/Sentence-VAE
PyTorch Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349
zeinsh/seqGAN-LentaShortSentences
A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
zeinsh/course-v3
The 3rd edition of course.fast.ai
zeinsh/Deep-Learning-Experiments
Notes and experiments to understand deep learning concepts
zeinsh/hammingpython
Implementation for hamming code in python
zeinsh/hybrid_textvae
TensorFlow implementation of "A Hybrid Convolutional Variational Autoencoder for Text Generation"
zeinsh/Keras-Generating-Sentences-from-a-Continuous-Space
Text Variational Autoencoder inspired by the paper 'Generating Sentences from a Continuous Space' Bowman et al. https://arxiv.org/abs/1511.06349
zeinsh/LeakGAN
The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.
zeinsh/LegalCrawler
LegalCrawler: A tool for automated scraping of English legal corpora
zeinsh/machineLearningAndrewCoursera
zeinsh/machineLearningYandexHSE
zeinsh/ml-regression
Used to collect exercises about linear regression and models from tutorials for archiving issues and to find out information faster when needed
zeinsh/parallelcomputing2015
Practical part of parallel computing course 2015 - Tishreen University
zeinsh/RussLang
zeinsh/sentiment_analysis_fine_grain
Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger
zeinsh/textgenrnn
Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.
zeinsh/textvae
Theano code for experiments in the paper "A Hybrid Convolutional Variational Autoencoder for Text Generation."
zeinsh/Texygen
A text generation benchmarking platform
zeinsh/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
zeinsh/variational-text-tensorflow
TensorFlow implementation of Neural Variational Inference for Text Processing
zeinsh/zero-shot-NER
Repository for paper ZERO-SHOT LEGAL NAMED ENTITIES RECOGNITION FOR RUSSIAN LANGUAGE