Django dashboard with HMM for detecting smart grid attacks on real dataset.
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Apr 2, 2026 - Python
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hmm-model
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Parts of Speech (POS) tagging for English using Hidden Markov Model.
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Feb 19, 2026 - Python
In this project, we use XGBoost, KMeans, Hidden Markov Models, and a SAC Policy reinforcement learning agent to trade using 1 minute bid-only OHLC candle data on the EURUSD Forex pair. This only serves as a proof of concept as trading costs, market order book structure, and other complicating factors were not considered due to data limitations.
python finance neural-network random-forest fintech xgboost financial-data financial-analysis kmeans-clustering financial-markets hmm-model financial-modeling stable-baselines3 finacial-ml
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Feb 18, 2026 - Jupyter Notebook
This repository contains Natural Language Processing programs in the Python programming language.
python natural-language-processing regular-expression n-grams penn-treebank tokenization stemming hmm-model lemmatization basic-programs chunker bigram-model trigram-model word-frequency-count unigram-model parts-of-speech-tagging pos-penn-treebank description-of-code lemmata stem-words
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Jan 15, 2026 - Jupyter Notebook
A modular pipeline for constructing a long-only S&P 500 portfolio using fundamental and technical analysis, machine-learning forecasts and mean–variance optimisation. It supports local data sources or Yahoo Finance downloads, backtesting, risk management overlays, and produces performance metrics and visualisations out of the box.
python data-science machine-learning lstm-model portfolio-optimization quantitative-finance hmm-model backtesting fundamental-analysis arima-model financial-modeling techincal-analysis garch-model
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Jan 2, 2026 - Python
proteogenomics for protein analysis
hmm bioinformatics pdb genome-annotation genome-analysis hmm-model hmmer pdb-files euclidean-distances euclidean-algorithm
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Dec 8, 2025 - Rust
Yet another implementation of Hidden (Semi-) Markov Models in PyTorch with several extensions. Feel free to contribute.
hmm hidden-markov-model gmm hmm-model hsmm hidden-semi-markov-model ghmm ghsmm contexthmm contexthsmm parametrichmm
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Mar 1, 2026 - Python
Dynamic strategy on signals HMM-based. Comparison between GMV, MVO, and EW. Backtested from 2015 to 2024. Conclusions on Sharpe ratio, Max Drawdown, and cumulative returns netted for turnover calculated transaction cost.
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Nov 15, 2025 - Jupyter Notebook
This is a repo comprising of S6 NLP lab Programs. Programs are designed for educational purposes and demonstrate core NLP concepts.
python nlp parsing regex machine-learning-algorithms chatbot tagging spacy named-entity-recognition bag-of-words tfidf lab-programs hmm-model nltk-library concordance
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Sep 30, 2025 - Python
This repository contains the pipeline and files used to create a structure-informed profile Hidden Markov Model for the identification of the BPTI/Kunitz domain in protein sequences.
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Jul 27, 2025 - Python
Forced alignment of Nda‘ Nda’ a Cameroonian language
bash deep-learning python-script dnn speech-recognition shell-script automatic-speech-recognition kaldi bash-script language-model speech-processing asr hmm-model bash-scripting cameroon asr-model speech-recognition-model nda-nda cameroon-language
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Jun 19, 2025 - Shell
Developed a comprehensive alpha generation and portfolio optimization system combining traditional factor models with alternative data sources, achieving consistent risk-adjusted outperformance over market benchmarks through sophisticated signal blending and dynamic risk management.
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Jun 10, 2025
MATLAB codes for paper: Tractable Maximum Likelihood Estimation for Latent Structure Influence Models with Applications to EEG & ECoG processing
markov-model hmm matlab markov-chain statistical-learning statistical-inference expectation-maximization em-algorithm hmm-model time-series-analysis lsim latent-structure-influence-models influence-models chmm
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May 17, 2025 - MATLAB
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