PowerBot:
OpenAI GPT-3 based chatbot used to assist users with query related to conserving energy and promoting the use of sustainable solutions. It uses streamlit and langchain framework. Prompt Engineering techniques used to provide appropriate output to user's query, in this case sustainable development based query's and answers. LLM properties such as history etc implemented.
Sales Analysis:
Using Sci-kit Learn and Pandas to do analysis on sales data. Implementing Supervised Algorithims and comparing the results of the implemented algorithm with that of the ones produced by Sci-Kit Learn. With the main being predicting Sales Prediction using different Supervised Algorithms.
Plant Leaf Disease Classification:
Using ResNet type of a CNN, and plant disease data consisting of different leaves, to classify the test data. To understand the working of ResNet using PyTorch. The final result being classification done at 99.2% of the given test data.
Install Anaconda and follow the Instructions from here
conda create -n ml python=3.10.9
conda activate ml
conda install --file requirements.txt