Giter Club home page Giter Club logo

ai-ml-stuff's Introduction

AI-ML Projects with Description:

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.

Setup Linux for ML:

1. Install Anaconda:

Install Anaconda and follow the Instructions from here

2. Creating an Environment:

conda create -n ml python=3.10.9

3. Activating the Enviroment:

conda activate ml

4. Intall the required dependencies:

conda install --file requirements.txt

ai-ml-stuff's People

Contributors

sanjkrsna avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.