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GitHub topics: hmm-model

krishnakumarsekar/awesome-quantum-machine-learning

Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web

Language: HTML - Size: 9.55 MB - Last synced at: 9 days ago - Pushed at: 12 months ago - Stars: 2,903 - Forks: 695

tseemann/barrnap

:microscope: :leo: Bacterial ribosomal RNA predictor

Language: Perl - Size: 13.3 MB - Last synced at: 21 days ago - Pushed at: over 1 year ago - Stars: 239 - Forks: 42

StarlangSoftware/Hmm-Cy

Hidden Markov Model Library

Language: Cython - Size: 43.9 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

StarlangSoftware/Hmm

Hidden Markov Model Library

Language: Java - Size: 418 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 1

vsimkus/pmr2024-hmm

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

Language: Jupyter Notebook - Size: 253 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 23 - Forks: 9

sandipan211/Coding-assignments

Coding assignments done during B.Tech (2015-2019) at IIEST, Shibpur, and during Ph.D. at IIT Guwahati (2019-present)

Language: Jupyter Notebook - Size: 187 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 1

IBCHgenomic/proteogenomics

proteogenomics for protein analysis

Language: Rust - Size: 6.58 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

heritai/em_hmm_finance

my implementation of a Hidden Markov Model in Python

Language: Jupyter Notebook - Size: 2.15 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 2 - Forks: 1

andi611/Hidden-Markov-Model-Digital-Signal-Processing

Discrete Hidden Markov Model (HMM) Implementation in C++

Language: C++ - Size: 3.65 MB - Last synced at: 20 days ago - Pushed at: over 6 years ago - Stars: 27 - Forks: 13

StarlangSoftware/Hmm-CS

Hidden Markov Model Library

Language: C# - Size: 45.9 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

Lemniscate-world/StratAI

This project analyzes financial assets using a Hidden Markov Model (HMM) to identify different market regimes and patterns. The analysis includes calculating daily returns, rolling volatility, and volume changes, and visualizing the hidden states identified by the HMM.

Language: HTML - Size: 607 KB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

ashithapallath/NER-Using-HMM

This project leverages a statistical model approach to implement a Hidden Markov Model (HMM) for Named Entity Recognition (NER). As part of a Computational Linguistics initiative, it uses the `ai4bharat/naamapadam` dataset to identify and classify named entities such as persons, organizations, and locations within text.

Language: Jupyter Notebook - Size: 180 KB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Ramshankar07/Stock-HMM

Streamlit application designed to forecast stock prices using a Hidden Markov Model (HMM) based on historical stock price data. The application enables users to view 1-day and multi-day forecasts for several major tech stocks, including: Apple Inc. (AAPL) Tesla Inc. (TSLA) NVIDIA Corporation (NVDA)

Language: Python - Size: 47.9 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

StarlangSoftware/Hmm-Js

Hidden Markov Library

Language: TypeScript - Size: 19.5 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

StarlangSoftware/Hmm-Py

Hidden Markov Model Library

Language: Python - Size: 60.5 KB - Last synced at: 17 days ago - Pushed at: 4 months ago - Stars: 2 - Forks: 3

StarlangSoftware/Hmm-Swift

Hidden Markov Model Library

Language: Swift - Size: 37.1 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 1

StarlangSoftware/Hmm-CPP

Hidden Markov Model Library

Language: C++ - Size: 2.11 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

duyu09/Pinyin2Hanzi_HMM

基于预训练隐马尔可夫模型的汉语拼音序列转汉字语句序列程序 Chinese Pinyin to Chinese Character (Hanzi) Conversion Program Based on Hidden Markov Model (HMM).

Language: Python - Size: 9.08 MB - Last synced at: 24 days ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

DEploid-dev/DEploid

dEploid is designed for deconvoluting mixed genomes with unknown proportions. Traditional ‘phasing’ programs are limited to diploid organisms. Our method modifies Li and Stephen’s algorithm with Markov chain Monte Carlo (MCMC) approaches, and builds a generic framework that allows haloptype searches in a multiple infection setting.

Language: C++ - Size: 156 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 20 - Forks: 10

mende237/Nda-Nda-Force-Aligner

Forced alignment of Nda‘ Nda’ a Cameroonian language

Language: Shell - Size: 596 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

jessicasaikia/hidden-markov-model-HMM

This repository implements a Hidden Markov Model (HMM) for performing Parts of Speech (POS) Tagging on Assamese-English code-mixed texts.

Language: Python - Size: 358 KB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Priyanshsarvaiya/Analyzing-Electricity-Grids-using-Markov-Models

This study proposes an unsupervised intrusion detection approach using time series analysis.

Language: R - Size: 19.6 MB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 1

Christina0317/HMM_predictor

Apply Hidden Markov Model to financial market.

Language: Python - Size: 86.9 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

GarroshIcecream/ChadHMM

Yet another implementation of Hidden (Semi-) Markov Models in PyTorch with several extensions. Feel free to contribute.

Language: Python - Size: 180 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

mmutadich/sonnet-writing-HMM-and-RNN

Generate Shakespearean sonnets by training Hidden Markov Models (HMMs) and Recurrent Neural Networks (RNNs)

Language: Jupyter Notebook - Size: 3.08 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

HarikrishnanNB/HMM

Language: Matlab - Size: 4.88 KB - Last synced at: 12 months ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 2

GreyGuoweiChen/VirBot

VirBot: a protein-based RNA virus detector for metagenomic data

Language: Python - Size: 21.5 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 22 - Forks: 5

Anwarvic/Arabic-Tashkeela-Model

This is a diacritization model for Arabic language. This model was built/trained using the Tashkeela: the Arabic diacritization corpus on Kaggle

Language: Python - Size: 9.06 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 33 - Forks: 6

harsha-desaraju/HMM-Model-for-POS-tagging

Parts of Speech (POS) tagging for English using Hidden Markov Model.

Language: Python - Size: 6.5 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

cseHdz/HMM-Tagger

This repository contains a Hidden Markov Model for Speech Tagging in Python.

Language: HTML - Size: 3.41 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0

AIprototype/ViterbiAlgorithm

A first-order HMM (Hidden Markov Model) for part of speech tagging (POS) developed in python.

Language: Python - Size: 34.9 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

zahraa-m/AI-Models

AI-Models

Language: R - Size: 52.7 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

madhurimarawat/Natural-Language-Processing-in-Python

This repository contains Natural Language Processing programs in the Python programming language.

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alokkumary2j/HiddenMarkovModels

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.

Language: Jupyter Notebook - Size: 60.5 KB - Last synced at: over 1 year ago - Pushed at: almost 9 years ago - Stars: 6 - Forks: 4

kalyaniasthana/FindingMutationsInDNAAndProteins_BioinformaticsVI

coding problems from course 6 of the Bioinformatics specialization

Language: Python - Size: 185 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

ysharc/Sign-Language-Recognizer

American Sign Language Recognizer using Hidden Markov Model

Language: Python - Size: 249 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

snehabandi/Machine-Learning-for-Data-Science

Graduate Course DSCI555 (Machine Learning for Data Science)

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DataSpieler12345/r-for-data-science

"Learning R for data scientists." This phrase describes the process of acquiring the skills and knowledge necessary to use the R programming language for data analysis.

Language: R - Size: 13.6 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

atmehedi/Speech-to-text-in-Assamese

TASK ORIENTED DIALOG SYSTEM IN NATIVE LANGUAGE(ASSAMESE)

Language: Jupyter Notebook - Size: 97.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

tostq/Easy_HMM

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

Language: Python - Size: 6 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 387 - Forks: 116

JessicaLopezEspejel/NLP-nanodegree

Udacity NLP Nanodegree

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adriangeerre/PiB2019

A comparison of algorithms for determining genetic structure. Viterbi and Posterior decoding.

Language: Jupyter Notebook - Size: 2.09 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

chrisse22222/AI_Course

Assignments from the AI course.

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xtutran/ra-projects

Research Assistantship in Singapore Management University (SMU) and Singapore University of Technology and Design (SUTD)

Language: Java - Size: 3.77 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

DorinK/NLP-Sequence-Tagging

First Assignment in 'NLP - Natural Languages Processing' course by Prof. Yoav Goldberg, Prof. Ido Dagan and Prof. Reut Tsarfaty at Bar-Ilan University

Language: Python - Size: 2.86 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

Imafikus/ReworkedFB

Implementation of Hidden Markov Model (HMM). IS Petnica summer camp project on computer science department. Soon to be library for c++

Language: C++ - Size: 6.69 MB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 1 - Forks: 0

g-laz77/Hidden-Markov-Model

An implementation of Baum-Welch.

Language: Python - Size: 5.65 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 4 - Forks: 2

miretteamin/Viterbi-Algorithm

Dynamic programming algorithm that is implemented to find the most likely sequence of hidden states (Hidden Markov Model)

Language: Python - Size: 2.93 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

rohitkumarsinghcse/Machine-Assisted-Text-Annotation-Tool

Part of speech (POS) tagging is one technique to minimize those errors, so we will use it in our project. It is a part of the natural language. Parts of Speech (POS) tagging is a text processing technique to correctly understand the meaning of a text.

Language: Python - Size: 5.96 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

sumitbinnani/Sign-Language-Recognizer

Set of Hidden Markov Models to recognize words communicated using the American Sign Language

Language: HTML - Size: 669 KB - Last synced at: 6 months ago - Pushed at: about 8 years ago - Stars: 7 - Forks: 6

SingingRivulet/chcpy

基于HMM的和弦生成工具(支持基于OpenGL的GPU加速)

Language: C - Size: 14.8 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

YukiChen-yuxin/CNER-Clinical-Named-Entity-Recognition-

Named entity identification for electronic medical records using HMM

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pfranjic/EEG-sleep-analysis

Language: Python - Size: 21.5 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 3

leyresv/POS_Tagger_Spanish

POS Tagger for Spanish with Hidden Markov Model and Viterbi optimization

Language: Python - Size: 4.25 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

dan-oak/pos

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

Language: Python - Size: 57.7 MB - Last synced at: about 21 hours ago - Pushed at: over 8 years ago - Stars: 8 - Forks: 5

pustovitDmytro/hmm 📦

Hidden Markov Models in Python

Language: Python - Size: 169 KB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0

Ralireza/spoken-digit-recognition

Classifying English spoken digit by Hidden Markov Model

Language: Python - Size: 6.92 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 8 - Forks: 3

OdedMous/HMM-POS-Tagger

Implement and compare several Hidden Markov Models for a "parts of speech tagging" task.

Language: Python - Size: 104 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

sajjadkarimi91/tractable-mle-lsims

MATLAB codes for paper: Tractable Maximum Likelihood Estimation for Latent Structure Influence Models with Applications to EEG & ECoG processing

Language: MATLAB - Size: 146 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

thep200/speech-processing-speech-to-text-with-HMM-model

Speech processing model with HMM

Language: Python - Size: 443 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

nhchristianson/PoissonHMM

A Python library for working with and training Hidden Markov Models with Poisson emissions.

Language: Python - Size: 5.86 KB - Last synced at: 27 days ago - Pushed at: over 7 years ago - Stars: 9 - Forks: 4

mustafa1728/Robot_Localization Fork of tamajit-banerjee/Robot_Localization

Robot Localization using Hidden Markov Model

Size: 4.3 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

tamajit-banerjee/Robot_Localization

Robot Localization using Hidden Markov Model

Language: Python - Size: 4.3 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 1

luckyreneej/nlp-projects

Beginners' try with natural-language-processing end-to-end projects.

Language: Jupyter Notebook - Size: 4.92 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

parth-gm/POS_Tagging

Parts of Speech Tagging with Hidden Markov Model and Implementation of Viterbi Algorithm

Language: Python - Size: 1.11 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 1

signalarun/machine-learning

Repository for machine learning projects and notes

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jman4162/hmm-tagger Fork of udacity/hmm-tagger

Hidden Markov Model (HMM) Part of Speech tagger project for the Udacity Natural Language Processing (NLP) Nanodegree

Language: HTML - Size: 3.45 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

hjian42/Natural-Language-Processing-Nanodegree

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

Language: Jupyter Notebook - Size: 26.3 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 18 - Forks: 16

raghav1701/Hidden-Markov-Model

Viterbi Algorithm for predicting Highest Probability Path for HMM so as to get an accurate Part Of Speech Tagging.

Language: Jupyter Notebook - Size: 3.19 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

sudoberlin/NLP_ND

Udacity Natural Language Processing Nanodegree.

Language: HTML - Size: 80.7 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

nilkanthshirodkar/Speech-Recognition-Using-HMM

Automatic Speech Recognition (ASR) system was implemented using the HMM toolkit for building HMM model using training data. Then, this trained HMM Model was used for recognising words and results revealed that 80.02% accuracy for Phoneme Level Acoustic Model and 79.36% accuracy for word Level Acoustic Model. This developed system can be used by developers and researchers who are interested in speech recognition for language and any other related Indian languages.

Language: Groff - Size: 20.7 MB - Last synced at: about 2 years ago - Pushed at: over 8 years ago - Stars: 6 - Forks: 1

rohithteja/Hidden-Markov-Model

Hidden markov models to calculate the probability of future observations

Language: Python - Size: 19.5 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

Bynax/NLP_HW

实现NLP的CW、POS、NER的任务

Language: Python - Size: 2.93 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

gayatri-01/POS-Tagging-in-Hindi-Document

Identification of Parts Of Speech From Hindi Document

Language: Python - Size: 1.41 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 5

NilufaYeasmin/Machine-Learning-Python

The repository contains data processing, data analyze ,feature engineering and finally make a predictive model by using machine learning algorithm. https://www.linkedin.com/in/nilufayeasmin/

Language: Jupyter Notebook - Size: 199 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 1

BharatMaheshwari96/Credit-Card-Fraud-Detection

Size: 1.04 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

agnJason/HMM

实现HMM模型

Language: Jupyter Notebook - Size: 8.79 KB - Last synced at: 2 months ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

wittfabian/expertensystem-hmm

Lernen des Kerns der Wissensbasis für ein Expertensystem zur Tumorbehandlung mit Hilfe von Hidden Markov Modellen

Language: Java - Size: 4.45 MB - Last synced at: about 2 years ago - Pushed at: over 8 years ago - Stars: 1 - Forks: 0

nekki-t/AIND-Recognizer

Language: HTML - Size: 163 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

fperraudeau/gphmm

Generalized Pair Hidden Markov Chain Model (GPHMM)

Language: R - Size: 52.7 KB - Last synced at: 4 months ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 2

BarbaraJoebstl/AIND_Recognizer

Create and american sign language recognizer with hidden markov models

Language: Jupyter Notebook - Size: 1.97 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

sash-ko/AIND-Recognizer Fork of udacity/AIND-Recognizer

Artificial Intelligence Engineer Nanodegree: Probabilistic Models

Language: Jupyter Notebook - Size: 466 KB - Last synced at: 11 months ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0

ypleong/Machine-Learning---Shakespearebot

CS 155 Machine Learning & Data Mining

Language: Python - Size: 4.42 MB - Last synced at: almost 2 years ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0

Related Keywords
hmm-model 83 hmm 28 hmm-viterbi-algorithm 27 nlp 18 machine-learning 12 python 11 viterbi-algorithm 8 speech-recognition 8 hidden-markov-model 6 python3 6 markov-model 5 natural-language-processing 5 ai 5 artificial-intelligence 5 numpy 4 hmmlearn 4 bioinformatics 4 data-science 4 nlp-machine-learning 4 pos-tagging 4 r 4 logistic-regression 4 neural-network 4 machine-learning-algorithms 3 speech-processing 3 data-visualization 3 jupyter-notebook 3 machine-translation 3 markov-chain 3 assamese-text 2 assamese 2 classification 2 named-entity-recognition 2 data 2 viterbi-hmm 2 udacity-nanodegree 2 viterbi 2 pos 2 baum-welch 2 scipy 2 estimation 2 speech-to-text 2 sequence-alignment 2 parts-of-speech 2 parts-of-speech-tagging 2 tokenization 2 udacity 2 stemming 2 rstudio 2 sensors 2 dynamic-programming 2 data-mining 2 most-likely-path 2 linear-regression 2 log-likelihood 2 localisation 2 lemmatization 2 probabilistic-models 2 hmmer 2 eeg-signals 1 eeg-classification 1 eeg-analysis 1 emr 1 opengl 1 music-generation 1 computeshaders 1 discriminative-criterion 1 bayesian-inference 1 pandas 1 prediction-model 1 prediction-algorithm 1 quantum-ai 1 ner 1 mhmm-model 1 morphological-analysis 1 postagging 1 nltk 1 quantum 1 diploma-project 1 economics 1 ukraine 1 mfcc 1 spoken-digits 1 chmm 1 em-algorithm 1 expectation-maximization 1 influence-models 1 latent-structure-influence-models 1 lsim 1 shakespeare 1 tensorflow 1 sequence-alignment-algoirthms 1 trie 1 trie-coloring 1 trie-structure 1 trie-tree 1 sign-language-recognizer 1 algorithms 1 back-propagation 1 qubits 1