Indranuj Banerjee's repositories
Genetic_algo
Simulating genetic evolution using genetic algorithm and neural networks
Accuracy-vs-Fairness-ML
Visualising Accuracy vs. Fairness in ML models using AIF360 tools and dataset
auto-vs-traditional-data-science
Comparing the performances of automatic libraries in python vs traditional approaches for EDA and machine learning
Data-cleaning-visualization-SQL-PowerBI
Cleaning and normalizing data using MySQL and creating visualizations in Power BI
decoder-transformer-language-model
Auto regressive text generation application using decoder transformer
handwriting-indentification
Segmenting images of handwritten texts and using ML to identify them and return as digital text
Imbalanced_binary_classification
improving correct classification of class with less representation
job_description_analysis
Analysis of job descriptions to extract most commonly occurring words and phrases.
NonLocalNN-Image-Classification
Classification of images based on facial features using ResNet18 as base framework integrated with Non-local neural networks
Probabilistic_causation
calculating causal relationship between independent and dependent variables
emotion-detection-app
Flask app that detects emotions from uploaded images
Emotion-intensity-from-reviews
Predicting an intensity value to emotions from text features
GPT-generative-text
Building a auto regressive text generating model using a decoder-only transformer
land_temperature_forecast
Comparing the trend of land temperature and forecasting in 3 different areas of the world
power_consumption
forecasting power consumption of a city based on historical usage and environmental factors