In PyTorch Learing Neural Networks Likes CNN、BiLSTM
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Mar 20, 2023 - Python
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cnn-bilstm
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Performed comparative analysis of BiLSTM, CNN-BiLSTM and CNN-BiLSTM with attention models for forecasting cases.
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Apr 13, 2023 - Jupyter Notebook
Transformer for Action Recognition in PyTorch
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Mar 14, 2020 - Python
[ICTC'24] - "Voice-Based Age and Gender Recognition: A Comparative Study of LSTM, RezoNet and Hybrid CNNs-BiLSTM Architecture" by Nhut Minh Nguyen, Thanh Trung Nguyen, Hua Hiep Nguyen, Phuong-Nam Tran, Duc Ngoc Minh Dang
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Jan 16, 2025 - Python
The model leverages the strengths of both CNNs and BiLSTM networks to effectively capture spatial and temporal patterns in network traffic data. We trained and evaluated the model using a comprehensive dataset of cyber attacks. The model achieved a high accuracy of 99%.
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Nov 9, 2024 - Jupyter Notebook
doctor_prescription_recognization_using_DeepLearning project for epics
python deep-learning tensorflow keras cnn gru handwriting-recognition bi-lstm gated-recurrent-units cnn-bilstm
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Jun 25, 2023 - Jupyter Notebook
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Sep 13, 2018 - Jupyter Notebook
Research repository for nervous smile detection deep learning algorithm. 2 models, a KNN-SVM and CNN-BiLSTM are compared.
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Oct 30, 2020 - Jupyter Notebook
neural-network keras recurrent-neural-networks cnn-lstm cnn-bilstm stacked-lstm encoder-decoder-architecture stacked-bilstm
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Jan 3, 2021 - HTML
AI-powered protein mutation analysis platform. Enter any UniProt ID, mutate a residue, and SERAPH, an original ESM2+CNN+BiLSTM model, predicts exactly which secondary structures change and why.
machine-learning bioinformatics deep-learning structural-biology nextjs protein-structure computational-biology pytorch bilstm secondary-structure-prediction cnn-bilstm protein-mutations fastapi framer-motion alphafold protein-language-model gemini-ai esm2 mutantscope
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Apr 22, 2026 - Jupyter Notebook
Comparison of machine learning architectures for neural decoding of self-location | MSc dissertation project
python tensorflow filter keras position regression decoding cnn eeg rat behavioral-cloning cnn-bilstm neurology neural-signal-processing tetrode position-decoding
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Mar 30, 2023 - Jupyter Notebook
Final Year project: SafeSpace is a machine learning and NLP-based framework designed to detect cyberbullying behaviour in real-time, particularly focusing on Hinglish (Hindi + English) text.
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Aug 29, 2025 - Jupyter Notebook
Developed a Dysgraphia Detection web app using React, Flask, and TensorFlow to detect dysgraphia from handwriting samples. Built a CNN-BiLSTM model achieving 91% accuracy and provided structured reports for user-friendly diagnosis.
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Feb 7, 2026 - TypeScript
Deep learning model to detect cyberbullying in code mixed text (Romanized Hindi, Hindi, English) using a CNN–BiLSTM architecture. Includes preprocessing pipeline and can be integrated into websites, software, or mobile apps for real-time content moderation
machine-learning deep-learning text-classification cyberbullying-detection social-media-analysis cnn-bilstm content-moderation multilingual-nlp romanized-hindi
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Nov 28, 2025 - Jupyter Notebook
Explainable CNN-BiLSTM with SHAP-based seasonal & diurnal temporal attribution for AQI forecasting across Delhi, Mumbai, Kolkata, and Chennai. Trained on CPCB hourly data (2015–2020).
research deep-learning pytorch ieee pm25 pm10 bidirectional-lstm indian-cities particulate-matter time-series-forecasting explainable-ai xai cnn-bilstm shap air-quality-index aqi-prediction environmental-ai multi-city-search gradient-explainer cpcb-data
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May 17, 2026 - Jupyter Notebook
Official code for arXiv:2604.13455 - Physics-Guided CNN-BiLSTM for Solar Irradiance Forecasting
deep-learning arxiv attention-mechanism renewable-energy nasa-power cnn-bilstm solar-forecasting physics-informed
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Apr 21, 2026
AI-powered Network Intrusion Detection System — real-time flow analysis with CNN-BiLSTM, threat intelligence, and heuristic rules. Built with C++23, ONNX Runtime, PcapPlusPlus, and gRPC.
machine-learning pcap deep-learning grpc cybersecurity intrusion-detection nids network-security threat-intelligence flow-analysis pcapplusplus cnn-bilstm cpp23 qt6 onnx-runtime
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Mar 23, 2026 - C++
Wanna know pov of customer see your competitor brands? here you are
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Jul 27, 2025 - HTML
The project of implementing different deep learning models on doing machine-generated text detection and even the mixed human-machine text detection
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May 7, 2024 - Jupyter Notebook
A final year project on sentiment analysis of mental health text using machine learning, deep learning, and transformer models. Includes full code and datasets.
python nlp machine-learning deep-learning sentiment-analysis random-forest jupyter-notebook cnn transformer xgboost logistic-regression mental-health bert socialmedia nlp-sentiment-classifier bilstm cnn-bilstm extratreesclassifier bert-bilstm
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Jul 12, 2025 - Jupyter Notebook
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