Tag: Streamlit
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Hugging Face NLP, Streamlit, PyGWalker, TF & Gradio App
The objective of this project is to democratize and advance ML/AI for everyone by building the large open-source showcase of Hugging Face NLP, Streamlit/Dash Jupyter PyGWalker Exploratory Data Analysis (EDA), TensorFlow Keras and Gradio App deployment. There is no better way of showcasing your results than creating an interactive demo to try them out! This…
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Robust Fake News Detection: NLP Algorithms for Deep Learning and Supervised ML in Python
The project aims at setting up a robust system for fake news detection using Python. The system adopts a hybrid framework, leveraging Natural Language Processing (NLP) techniques to classify text-based fake vs real news. Involving exploratory data analysis, multi-model training, testing, validation, and performance metrics comparison, it assesses different Deep Learning, Supervised Machine Learning, and…
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OpenAI’s ChatGPT & Streamlit VA Chatbots
The project aims to develop a Virtual Assistant combining OpenAI and Streamlit to optimize their benefits. The assistant uses OpenAI’s ChatGPT to create human-like conversational dialogues. Leveraging GPT-3, a neural network model, ChatGPT formulates responses based on significant data inputs. The project demonstrates how to generate a LinkedIn post, implement a text Q&A session, create…
