pikaliov

BLSTM-1

blstm-cws

blstm-cws : Bi-directional LSTM for Chinese Word Segmentation

kaldi-readers-for-tensorflow

readers that enable reading kaldi ark in tensorflow

listen-attend-and-walk

Code for converting natural language instructions into its corresponding action sequence.

listen-attend-spell

Code for converting speech data into text using encoder-decoder model.

neural-wsd-rnn

python_kaldi_edit_distance

python wrappers of the edit_distance functions of Kaldi-ASR

RNN-Tagger

Bidirectional LSTM-RNN for POS tagger in tensorflow

scikitFlowDemo

Demo of Sci-Kit Learn classes and custom classes

tf-adaptive-softmax-lstm-lm

The experiment result of LSTM language models on PTB (Penn Treebank) and GBW (Google Billion Word) using AdaptiveSoftmax on TensorFlow.

pikaliov/blstm-cws

blstm-cws : Bi-directional LSTM for Chinese Word Segmentation

pikaliov/listen-attend-spell

Code for converting speech data into text using encoder-decoder model.

pikaliov/bi_lstm_ocr

OCR engine that uses 3 layers of bidirectional lstms. Inspired by https://github.com/ilovin/lstm_ctc_ocr/tree/master

pikaliov/BiLSTM-POS-Tagging

Part of Speech tagging using Bidirectional Long Short Term Memory (LSTM).

pikaliov/bpemb

Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)

pikaliov/deep-learning-with-python-cn

Deep Learning with Python 中文翻译

pikaliov/Duplicate-Question-Detection

​ Determining​ ​ semantic​ ​ equivalence​ ​ between​ ​ pairs​ ​ of​ ​ questions​ ​ using​ ​ Deep Learning​ ​ (Siamese​ ​ Bidirectional​ ​ Lstm)​ ​ on​ ​ a ​ ​ dataset​ ​ released​ ​ by​ ​ Quora

pikaliov/Exploiting-BiLSTM-for-Proper-Word-Choice

Code and resources for training Bidirectional LSTM model, to supoort correct and sound writing for ESL learners

pikaliov/Hands-On-Machine-Learning-with-ScikitLearn-and-TensorFlow

pikaliov/imdb-lstm-bidir

Bidirectional stacked LSTM for sentiment analysis on imdb dataset

pikaliov/kaldi-asr

This is a repository for the source of the kaldi-asr website.

pikaliov/kaldi-for-russian

pikaliov/keras-kaldi

Keras Interface for Kaldi ASR

pikaliov/lm1b

Tensorflow Implementation of Jozefowicz et al's Char-CNN / LSTM / Billion Word Language Model

pikaliov/Longsword-Stance-Model-Training

Longsword Stance Model Training Working demo: https://www.youtube.com/watch?v=v7hvOyPQ0EM Longsword Stance Model Training: Deep Learning model & training python scripts. The model is genenerated with Keras, as a multivariate Bidirectional Long-Short Term Memory (LSTM) network, for classification of longsword movement gestures. Softmax is being used as the activation function and sparse-categorical cross-entropy on the final dense layer

pikaliov/Longsword-Stance-RESTful-Service

Longsword Stance RESTful Service Working demo: https://www.youtube.com/watch?v=v7hvOyPQ0EM Longsword Stance RESTful Service: Invokes prediction results with real-time multivariate time series data. Using Flask and python, the pre-trained bidirectional LSTM deep learning model is loaded to memory. RESTful post request containing real-time rows of IMU data can be used to classify the longsword movement stance. Information on the classification confidence and execution time in milliseconds is also provided.

pikaliov/ML_Scikit_TensorFlow-1

pikaliov/msk-redefining-cancer-treatment

Bidirectional LSTM stacked with Xgboost

pikaliov/ner-lstm

Named Entity Recognition using multilayered bidirectional LSTM

pikaliov/notebooks

collection of iPython notebooks

pikaliov/NSC

Neural Sentiment Classification

pikaliov/PTB-NN-LM

Language model on the Penn Treebank (PTB) data using LSTM based RNNs.

pikaliov/rnn-char-lm

Tensorflow implementation of a lstm-based character-level language model.

pikaliov/rnnlm-mikolov

pikaliov/rnnmorph

Морфологический анализатор на основе нейронных сетей и pymorphy2

pikaliov/spych

Scripts/Tools used for working with automatic speech recognition.

pikaliov/subword-lstm-lm

LSTM Language Model with Subword Units Input Representations

pikaliov/tf-bilstm-to-coreml

Python program to convert a Tensorflow bidirectional LSTM + CTC loss layer to a CoreML model.

pikaliov/tf_examples

TensorFlow and Scikit Flow examples

pikaliov/theano-kaldi

Bunch of scripts for working with Kaldi.