Ecosyste.ms: Awesome
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Projects in Awesome Lists by abeed04
A curated list of projects in awesome lists by abeed04 .
https://github.com/abeed04/hotel-bookings-prediction-using-machine-learning
Random forest algorithm can be used to analyze hotel booking data and predict booking behavior. This allows hotels to optimize pricing strategies, staffing, and identify potential cancellations for proactive guest communication.
flask numpy pandas-dataframe pickle-file pycharm-ide python randomforestalgorithm sklearn-library sklearn-metrics
Last synced: 31 Oct 2024
https://github.com/abeed04/rag-based-chat-with-pdf-using-llama3
Turn your PDFs into a conversation with Llama3's RAG-powered chat.
chunking faiss-vector-database googlegenerativeai groq langchain llama3 pycharm-community python-3 rag streamlit
Last synced: 18 Oct 2024
https://github.com/abeed04/blog_generator
Generating creative blog content using Langchain and Google Gen AI
gemini-pro language python streamlit
Last synced: 09 Nov 2024
https://github.com/abeed04/iris-flower-classification
Simple classification approach to identify different species of Iris Flowers.
classification-algorithm exploratory-data-analysis logistic-regression machine-learning prediction
Last synced: 09 Nov 2024
https://github.com/abeed04/chat-with-pdf-using-gemini-1.5-flash
Chat with the content of PDFs using an informative LLM powered by RAG.
embeddings-similarity faiss-vector-database gemini-api langchain rag
Last synced: 09 Nov 2024
https://github.com/abeed04/emotion-detection-using-opencv
Open Cv(Cv2) was used to preprocess pictures for emotion detection, which was then combined with Resnet 50 and CNN models for emotion prediction.
cnn-model cv2-library haarcascade-frontalface keras-tensorflow pycharm-ide python resnet-50
Last synced: 12 Oct 2024
https://github.com/abeed04/bank-credit-risk-model-using-machine-learning
Robust credit risk model that go beyond traditional credit scoring methods in banks
decision-tree-classifier flask machine-learning-algorithms pickle-file pycharm python sklearn sklearn-metrics
Last synced: 09 Oct 2024
https://github.com/abeed04/sentiment-analysis-using-recurrent-neural-networks
Bidirectional RNNs are used to analyze the sentiment (positive, negative, neutral) of movie reviews. .
bidirectional-lstm bidirectional-rnn dropout embeddings nlp-machine-learning nltk-python regular-expression spacy-nlp stopwords-removal tokenizer
Last synced: 09 Nov 2024
https://github.com/abeed04/object-detection-model-using-cv2
Leverage OpenCV (cv2) to build an object detection system. This system would combine a pre-trained MobileNet model, trained on the COCO dataset, with a frozen inference graph for real-time object identification within images or videos.
cocodataset frozen mobilenetv3 opencv pycharm-ide
Last synced: 31 Oct 2024
https://github.com/abeed04/face-recognition-using-computer-vision-cv2
OpenCV (cv2) can be used for face recognition by detecting faces, extracting facial features, and comparing them to a database of known faces.
cmake cv2-library dlib-face-recognition face-recognition flask numpy pycharm-ide python
Last synced: 31 Oct 2024