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kap

An open-source screen recorder built with web technology

katakana

Training machine to write Katakana using Sequence-to-Sequence technique

keras-chatbot-web-api

Simple keras chat bot using seq2seq model with Flask serving web

keras-practice

Notebooks covering Intro to CNN, Transfer Learning using VGG16

keras_seq2seq_word_level

Implementation of seq2seq word-level model using keras

keywordspotting

Train a 4-layer Convolutional Neural Network to detect trigger word

learning-sequences

(In development) Applying deep learning architectures to model sequences such as natural language, audio etc towards language modelling and generation.

lm-lstm-crf

Empower Sequence Labeling with Task-Aware Language Model

lstm-context-embeddings

Augmenting word embeddings with their surrounding context using bidirectional RNN

lstm-crf

A (CNN+)RNN(LSTM/BiLSTM)+CRF model for sequence labelling.:smirk:

lstm-sentence-generator

Generating English sentences using Long Short-Term Memory (LSTM) Networks

lstm-sentence-similarity

Theano implementation of siamese LSTMs for evaluating semantic similarity between sentences.

machine-comprehension-using-squad-dataset

Match LSTM & Answer Pointer, Bi-directional Attention Flow Models for Machine Comprehension on SQuAD Dataset

machine-learning-with-python

Python codes for common Machine Learning Algorithms

machine_learning

This repository is intended to be used to store the implementation of code that is commonly used in machine learning, using python + numpy, drawing with matplotlib

matchlstm-pytorch

a pytorch implementation of match lstm question answering model

medium

Code related to blog posts on my Medium page

mem2seq

Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems

mimick-rnn-kor

Pytorch Implementation of "Mimicking Word Embeddings using Subword RNNs(https://arxiv.org/abs/1707.06961)" and It is especially for Korean.

movie-recommender-system

This repository is about making a reccomdation system with PyTorch

multiintentmodel

A hierarchical recurrent neural network model for detecting multiple intents on text

multilstm

keras bi-LSTM-CRF for multiple domain output (NER and intent detection)

namedentityrecognize

Experiments on various methods of named entity recognition based on Deep Learning。

natural-language-generation-using-lstm-keras

Natural Language Generation using LSTM-Keras

natural-language-processing

This repo contains my natural language processing projects including the use of neural language models for text generation based on Spinoza's works and a sentiment analysis "in reverse" applied to movie reviews.

nepali-text-prediction-using-lstm

Done as a part of Speeh and Language Processing Elective at KU

neural-paraphrase-generation

neural_net_skills

A neural network language model to show relationships between skills

next-generation-natural-language-processing-with-python

Next Generation Natural Language Processing with Python [Video], Published by Packt

nlg_autoencoder

Natural Language Generation with a denoising autoencoder