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356 search results found

Jieba ⭐ 31,881

结巴中文分词

Lihang_book_algorithm ⭐ 4,125

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

Machinelearning ⭐ 4,030

My blogs and code for machine learning. http://cnblogs.com/pinard

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

Wer_are_we ⭐ 1,734

Attempt at tracking states of the arts and recent results (bibliography) on speech recognition.

Ml_notes ⭐ 1,547

机器学习算法的公式推导以及numpy实现

Named_entity_recognition ⭐ 1,118

中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）

Machine Learning ⭐ 1,046

机器学习原理

Pytorch Struct ⭐ 1,016

Fast, general, and tested differentiable structured prediction in PyTorch

Statistical Learning Methods ⭐ 993

Implement Statistical Learning Methods, Li Hang the hard way. 李航《统计学习方法》一书的硬核 Python 实现

Jieba.net ⭐ 937

jieba中文分词的.NET版本（支持.NET Framework与.NET Core）

Jieba_fast ⭐ 512

Use C Api and Swig to Speed up jieba 高效的中文分词库

Deta_parser ⭐ 480

快速中文分词分析word segmentation

Python Girlfriend Mood ⭐ 477

😚 Analyze her mood through her girlfriend's words ·女朋友聊天时的情绪波动图谱，没女朋友的可自用(雾）。

Smalltalk Best Practice Patterns in Ruby

Biocode ⭐ 430

Bioinformatics code libraries and scripts

Forced Alignment Tools ⭐ 417

A collection of links and notes on forced alignment tools

Viterbi ⭐ 295

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

🚂 Python API for Emma's Markov Model Algorithms 🚂

Pocketsphinx Go ⭐ 286

CMU PocketSphinx for Golang, a lightweight speech recognition engine.

Tensorflow_hmm ⭐ 280

A tensorflow implementation of an HMM layer

Easy_hmm ⭐ 278

A easy HMM program written with Python, including the full codes of training, prediction and decoding.

Pg_jieba ⭐ 259

Postgresql full-text search extension for chinese

Yet Another Hidden Markov Model repository.

Giza Pp ⭐ 240

GIZA++ is a statistical machine translation toolkit that is used to train IBM Models 1-5 and an HMM word alignment model. This package also contains the source for the mkcls tool which generates the word classes necessary for training some of the alignment models.

Variational Bayes HMM over x-vectors diarization

Leuvenmapmatching ⭐ 182

Leuven.MapMatching toolbox for aligning GPS measurements to locations on a map.

Hmm Mar ⭐ 169

Toolbox for segmentation and characterisation of transient connectivity

Finalseg ⭐ 162

Chinese Words Segment Library based on HMM model

libfmp - Python package for teaching and learning Fundamentals of Music Processing (FMP)

Chinese_nlp ⭐ 153

Chinese Natural Language Processing tools and examples

Input Output Hidden Markov Model (IOHMM) in Python

Mylearn ⭐ 138

machine learning algorithm

Popmusicmaker ⭐ 132

Pop Music Maker built on HMM and Random Forest-like structure. Inspired by the desire to build my own model can serve as alternative to LSTMs / deep learning in generating pop music. Website is currently down due to costs incurred.

Msmbuilder ⭐ 124

🏗️ Statistical models for biomolecular dynamics 🏗️

Stochhmm ⭐ 124

A Hidden Markov Model Application and C++ Library for Rapid and Flexible Development of HMMs

Androidmarytts ⭐ 122

Android MARY TTS - an open-source, offline HMM-Based text-to-speech synthesis system based on MaryTTS

Microtokenizer ⭐ 119

一个微型&算法全面的中文分词引擎 | A micro tokenizer for Chinese

Scir Training Day ⭐ 119

a small training program for new crews of HIT-SCIR

Stock Market Trend Analysis Using Hmm Lstm ⭐ 116

Stock Market Trend Analysis Using Hidden Markov Model and Long Short Term Memory

Run_dbcan ⭐ 109

Run_dbcan V4, using genomes/metagenomes/proteomes of any assembled organisms (prokaryotes, fungi, plants, animals, viruses) to search for CAZymes.

Markov Chains and Hidden Markov Models in Python

The jieba-analysis tool for java.（基于结巴分词词库实现的更加灵活优雅易用，高性能的 java 分词实现。支持词性标注。）

Honeybadger ⭐ 96

HMM-integrated Bayesian approach for detecting CNV and LOH events from single-cell RNA-seq data

Offline Map Matching ⭐ 94

Matches a sequence of GPS coordinates to road segments

Python Hidden Markov Models framework

Hmmbase.jl ⭐ 90

Hidden Markov Models for Julia.

Dictation Kit ⭐ 87

Japanese dictation kit using Julius

Continuous-time Hidden Markov Model

Multivariate and Multichannel Discrete Hidden Markov Models for Categorical Sequences

Offline Mapmatching ⭐ 76

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

Hmm Tagger ⭐ 74

Hidden Markov Model Part of Speech tagger project

🔬 ♌ Bacterial ribosomal RNA predictor

Indian Accent Speech Recognition ⭐ 73

Traditional ASR (Signal & Cepstral Analysis, DTW, HMM) & DNNs (Custom Models + DeepSpeech) on Indian Accent Speech

Gsoc17 Hhmm ⭐ 73

Bayesian Hierarchical Hidden Markov Models applied to financial time series, a research replication project for Google Summer of Code 2017.

Openvision ⭐ 72

OpenVisionLibrary

Pymc3 Hmm ⭐ 72

Hidden Markov models in PyMC3

Library for time-inhomogeneous Hidden Markov Models

R/qtl: A QTL mapping environment

Ds Ml Interview Questions ⭐ 65

An Personal Note for DS/ML interview questions

Neuralhmm ⭐ 64

code for unsupervised learning Neural Hidden Markov Models paper

Ensemble of HMM methods (SEPP, TIPP, UPP)

Npbayeshmm ⭐ 63

Nonparametric Bayesian Inference for Sequential Data. Includes state-of-the-art MCMC inference for Beta process Hidden Markov Models (BP-HMM). Implemented in Matlab.

60GS - 60 Columns Grid System based on CSS Grid Layout

Heterogeneoushmm ⭐ 60

Discrete, Gaussian, and Heterogenous HMM models full implemented in Python. Missing data, Model Selection Criteria (AIC/BIC), and Semi-Supervised training supported. Easily extendable with other types of probablistic models.

Titancna ⭐ 59

Analysis of subclonal copy number alterations (CNA) and loss of heterozygosity (LOH) in cancer

Fastcampus_textml_blogs ⭐ 55

패스트캠퍼스, 자연어처리를 위한 머신러닝, 수업관련 포스트 입니다.

Wordsegment ⭐ 55

Chinese WordSegment based on algorithms including Maxmatch (forward, backward, bidirectional), HMM，N-gramm(max prob ngram, biward ngam) etc...中文分词算法的实现，包括最大向前匹配、最大向后匹配，最大双向匹配，ngram，HMM，及

Ai_explore ⭐ 54

机器学习、深度学习基础知识. 推荐系统及nlp相关算法实现

Mapmatchingkit ⭐ 53

A GPS map-matching library for .NET

Hiddenmarkovmodels.jl ⭐ 52

A Julia package for simulation, inference and learning of Hidden Markov Models.

Machine_learning_code ⭐ 52

《统计学习方法》与常见机器学习模型(GBDT/XGBoost/lightGBM/catBoost/F

Reacnetgenerator ⭐ 52

an automatic reaction network generator for reactive molecular dynamics simulation

Pysvihmm ⭐ 51

Implementation of stochastic variational inference for Bayesian hidden Markov models.

Udacity Natural Language Processing Nanodegree ⭐ 50

Tutorials and my solutions to the Udacity NLP Nanodegree

Statistic Study Notes ⭐ 50

李航统计学习方法（第二版）的学习笔记，包括：1、每章重点公式的手动推导 2、每章算法的Python自实现 3、学习过程中的笔记与心得 4、每章节的课后习题 5、每周都会按照至少一周一章的进度定时将自己的学习进度更新到这个仓库

A package to annotate protein sequences

Sequentia ⭐ 48

HMM and DTW-based sequence machine learning algorithms in Python following an sklearn-like interface.

Haxe module manager - supplementary package manager for haxelib

Pebahasa ⭐ 45

natural language processing web service hosted in google appengine using bottlepy

Matlab_htk ⭐ 43

MATLAB functions that interface with the HTK Speech Recognition Toolkit (http://htk.eng.cam.ac.uk/) for training HMMs, GMMs and simple speech recognizers.

Hmm Scalable ⭐ 43

Command-line utility for fitting Hidden Markov Models at scale

Gene prediction software

Matlab Hmm ⭐ 41

Open source HMM toolbox, with Discrete-HMM, Gaussian-HMM, GMM-HMM. (matlab)

PBSIM2: a simulator for long read sequencers with a novel generative model of quality scores

Finegrainedopinionmining ⭐ 39

细粒度情感分析repository2：细粒度情感分析接口，aspect-based sentiment analysis based on HMM.

A fork of sinsy: HMM/DNN-based singing voice synthesis system

开源中文分词工具包，中文分词Web API，Lucene中文分词，中英文混合分词

Deep Nlp Scala ⭐ 38

Using deep learning to POS tag sentences using scala + DL4J

self implement of NLP toolkit 个人实现NLP汉语自然语言处理组件，提供基于HMM与CRF的分词，词性标注，命名实体识别接口，提供基

Electricity Load Disaggregation ⭐ 37

Smart meter load disaggregation with Hidden Markov Models

Bayesian hidden Markov models toolkit

Citar Cxx ⭐ 37

Citar part of speech tagger

Hmmer2go ⭐ 36

Annotate DNA sequences for Gene Ontology terms

Bayesian Hmm ⭐ 35

A non-parametric Bayesian approach to Hidden Markov Models

Frontend system for HMM-based speech synthesis models generated by HTS.

Sticky Hdphmm Demo ⭐ 34

Sticky hierarchical Dirichlet process hidden Markov model for time series denoising

A Cython Machine Learning library dedicated to Hidden Markov Models

Signalalign ⭐ 32

HMM-HDP models for MinION signal alignments

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