KrakenAI / SynThai

Sequence Labeling in Tensorflow

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech ta…

Paper: A Simple and Effective Neural Model for Joint Word Segmentation and POS Tagging

Juman++ (a Morphological Analyzer Toolkit)

A Vietnamese natural language processing toolkit (NAACL 2018)

A Japanese tokenizer based on recurrent neural networks

Rakuten MA (Python version)

MONPA 罔拍是一個提供正體中文斷詞、詞性標註以及命名實體辨識的多任務模型

A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.

OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network

Automate swing trading using deep reinforcement learning. The deep deterministic policy gradient-based neural network model trains to choose an action to sell, buy, or hold the stocks to maximize the gain in asset value. The paper also acknowledges the need for a system that predicts the trend in stock value to work along with the reinforcement …

A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.

Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

State of the Art Neural Networks for Deep Learning

TensorFlow Tutorials

A collection of NLP tools for Sinhalese (සිංහල).

A tensorflow implementation of "Generating Sentences from a Continuous Space"

Code for Stanford CS224D: deep learning for natural language understanding

Source code of the model used in Tensorflow Speech Recognition Challenge (https://www.kaggle.com/c/tensorflow-speech-recognition-challenge). The solution ranked in top 5% in private leaderboard.

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