Go efficient multilingual NLP and text segmentation; support English, Chinese, Japanese and others.

An implementation of HMM-Viterbi Algorithm 通用的维特比算法实现

结合python一起学习自然语言处理 (nlp): 语言模型、HMM、PCFG、Word2vec、完形填空式阅读理解任务、朴素贝叶斯分类器、TFIDF、PCA、SVD

a QGIS-plugin for matching a trajectory with a network using a Hidden Markov Model and Viterbi algorithm

Markov Chains and Hidden Markov Models in Python

Natural Language Processing Nanodegree from Udacity Platform, in which I implement Hidden Markov Model for POS Tagger, Bidirectional LSTM for English-French Machine Translation, and End-to-End LSTM-based Speech Recognition

Bayesian hidden Markov models toolkit

Implementations of machine learning algorithm by Python 3

Viterbi part-of-speech tagger, trained on Wall Street Journal (WSJ) data

Identification of Parts Of Speech From Hindi Document

An official repository for tutorials of Probabilistic Modelling and Reasoning (2023/2024) - a University of Edinburgh master's course.

Map matching (snapping GPS points to road graph) and routing library in Go

Simple English part-of-speech tagger : 93% accuracy

利用传统方法（N-gram，HMM等）、神经网络方法（CNN，LSTM等）和预训练方法（Bert等）的中文分词任务实现【The word segmentation task is realized by using traditional methods (n-gram, HMM, etc.), neural network methods (CNN, LSTM, etc.) and pre training methods (Bert, etc.)】

A morphosyntactic analyzer for the Arabic language.

Simple implementation of Hidden Markov Model for discrete outcomes/observations in Python. It contains implementation of 1. Forward algorithm 2. Viterbi Algorithm and 3. Forward/Backward i.e. Baum-Welch Algorithm.

Hidden Markov Model Library

Built a system from scratch in Python which can detect spelling and grammatical errors in a word and sentence respectively using N-gram based Smoothed-Language Model, Levenshtein Distance, Hidden Markov Model and Naive Bayes Classifier.