bilstm-model 开源项目推荐（45 个）

Wb-az /time-series-anomaly-detection-bilstm-pycaret

Unsupervised anomaly detection in vibration signal using PyCaret vs BiLSTM

Dimas263 /NLP_NER_BERT_BILSTM_CRF_Named_Entity_Recognition

NLP Named Entity Recognition dalam bidang Biomedis, mendeteksi teks dan membuat klasifikasi apakah teks tersebut mempunyai entitas plant atau disease, memberi label pada teks, menguji hubungan entitas plant dan disease, menilai kecocokan antara kedua entitas, membandingkan hasil uji dengan menggunakan models BERT-BILSTM-CRF

FR34KY-CODER /Legal-Case-Intelligence-System-Phase-2

It's the Repo containing a model for summarization and classification of the Indian legal cases.

roushan-raj /HASOC-2020

Hate Speech and Offensive Content Identification in Indo-European Languages (HASOC) 2020

francesita /CS-Embed-SemEval2020

Code and specs for CS-Embed's entry for SemEval-2020 Task-9. We present code-switched embeddings, code for code-switched bilstm sentiment classifier, and code for CS tweet collection.

FR34KY-CODER /Legal-Case-Intelligence-System-Phase-1

Legal Case Intelligence System

MadhukarSaiBabu /ML-for-Workforce-Analytics-Sales-Forecasting-Segmentation-Sentiment-Analysis

Implemented machine learning across HR, Sales, Marketing, and PR to improve decision-making. Used models like XGBoost, Prophet, LSTM, clustering, and NLP to enhance retention, forecasting, segmentation, and sentiment analysis for business growth.

hoang-nguyenthe /ISAS2025

Pose-based abnormal activity recognition for ISAS 2025 Challenge using Bi-LSTM and Transformer ensemble with handcrafted features.

nikenaml /time-series-forecasting-household-electric-power-consumption

Measurements of electric power consumption in one household with a one-minute sampling rate over a period of almost 4 years. Different electrical quantities and some sub-metering values are available. Data Set Characteristics: Multivariate, Time-Series. This database have 2,075,259 rows and 7 columns.

aammaan /Natural_Language_Processing_Projects

This project aims to develop a system for automatically extracting emotion-cause pairs from conversational data, enhancing dialogue systems and mental health support through deeper understanding of emotional triggers.

Siddp278 /7th-Semester-Project

This is the minor-project that is to be submitted to my University, during the 7th semester. We build a BiLSTM model and train the model on textual data - Twitter data.

rukeshsg /Serenity-Mental-Health-Chatbot

Serenity-Mental-Health-Chatbot: Serenity is a mental health chatbot built with a BiLSTM intent model, RAG system, and crisis detection. It offers empathetic conversations, safety handling, and a modern UI for real-time emotional support, analytics, and personalized user interaction. github.com

TQD02 /Customer-Review-Analysis

An comprehensive analysis of customer review using CNN and BiLSTM

maurotangari /deeplearning

Deep Learning project October 2023

bashhike /movie_classifier

Predict genre of movie from title and description using a Bidirectional LSTM.

Udaykiran2001-t /phishing-detection-bilstm-attention

Phishing URL detection using BiLSTM with Attention Mechanism

miftahurrrizki /custom-named-entity-recognition

Custom Named Entity Recognition (NER) with BiLSTM CRF and Spacy

GeorgiosIoannouCoder /mindscanner

Deep learning models and fine-tuned transformers for detecting mental illness from user content on Reddit. 🧠

krishy0305 /VocaLift

AI-powered Vocal Coach

HarshitKupati /UnMask

Developed CNN-based deep-fake detection system using Transfer Learning with EfficientNet and BiLSTM architecture. Implemented full-stack application with Python/Flask backend and responsive user interface for real-time image and video analysis