IBM Machine Learning Professional Certificate projects

App Reviews Dashboard/Analytics

DailyNewsDriftCanada is a tool designed to analyze the sentiment of news headlines from various Canadian media outlets over time.

The official code for CoT / ZSL reasoning framework 🧠, utilized in paper: "Large Language Models in Targeted Sentiment Analysis in Russian"

LastFM recommendation with sentiment analysis (Bachelor Thesis Project)

NLP-clustering(word) -Vietnamese Sentiment Analysis using artificial neural network

A Mood Enhancing Web Application

Analyse du discours de milliers d'utilisateurs sur le véhicule électrique

Assignments of Data-Science(COSE471 김진규)

Emotion Classifier Model

Live Sentiment Analysis dashboard of NIFTY 500 universe of stocks using plotly and streamlit

Performing Sentimental Analysis on Amazon Review about Office Products.

Sentilyze aims to analyze sentiment in text from social media, news, and websites. Real-time analysis, granular classification, customizable settings.

Script to auto-generate sources used in nimiq.com

Sentiment analysis on the IMDB dataset using Bag of Words models (Unigram, Bigram, Trigram, Bigram with TF-IDF) and Sequence to Sequence models (one-hot vectors, word embeddings, pretrained embeddings like GloVe, and transformers with positional embeddings).

This repository highlights the LLMs reasoning capabilities of ✨ Mistral / LLaMA-3 / Phi-3 / Gemma / Flan-T5 / GPT-4o ✨ in Targeted Sentiment Analysis in Russian / Translated to English mass-media 📊

Projects I have worked during my Bachelor

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

State of the Art Natural Language Processing

Datasets collection and preprocessings framework for NLP extreme multitask learning