-hacktoberfest2k20

Add all sorts of application for hacktoberfest.

2048_bot

Play 2048 On Computer and Beat The BOT if YOU Can.

a.i--hit__target

This is my First Self_Learning_Game_USING Logistic_Regression and PYGAME

amazon_web_scraping-

We have Extracted Data from Amazon Web 🕸 site.

autoencoders

Autoencoder is an unsupervised Learning approach. It is an Artificial Neural Network(ANN) that learns to capture important piece of information (features) from a given data. An Autoencoder forms a representation of the actual data into a small matrix also known as latent space.

brain-mri-synthesis

A Research Project Using Generative models like Variational Autoencoder (VAE), T2-Weighted Images are being generated from T1-Weighted Images. Have achieved a maximum of 0.15 RMSE on validation dataset.

brain-tumor-segmentation

Created a semantic segmentation model using PyTorch framework called MONAI. In this project I have applied various data augmentation technique and have build a UNet deep learning model.

bxcodec

car-price-prediction-

First ML program

car_model_optimization

Comparing Learning_Curves of the Two Models

cityscape-semantic-segmentation

Semantic-Segmentation || UNet || PyTorch || Self Driving Cars

covid_19-analysis

Predication on No_Of_Deaths In Maharashtra, Getting Data using Web_Scraping

customer_segmentation

In large business firms, the major aspect to deal with is a large amount of data. One such aspect is "feedback from the customer". It uses Unsupervised Learning for Customer Segmentation and also performs Topic Modeling.

deskapp

Desktop 🖥 Application based on AI .A Productivity Tool, which uses AI to analyze User Activity. Users can learn where are they spending there time most and also compare amount of work done per day for months. It has different graphs to show our performance.

dockerizing-django-application

Learn how to containerize your Django project using Docker, including two different methods: using only a Docker file or using Docker Compose. Explore the syntax of both approaches and discover how to make real-time changes to your dockerized application as you develop it locally.

fall-back-to-safe-zone

This is a concept that considers factors such as injured individuals, rescue teams, and people who are unaware of the threat and locates the safest safe zones, such as hospitals, and distributes injured into them.

folder-structure-conventions

Folder / directory structure options and naming conventions for software projects

gmail_bot

This Program Automates GMAIL

gradient_descent_model

Gradient descent method

hand_written_digit_recognition

Using simple ANN

life-expectancy-prediction

logistic_regression

IRIS Data Set

machine-learns

An Interactive Website to do hands-on Machine learning. An online platform for learning and visualizing machine learning and deep learning concepts. Here you can see algorithm in action. Examples: Read about Autoencoder and see how they work.

modelauto

Pip install ModelAuto ( ML Automation Library ) .A PyPI library used for automating model building task. It provides us helpfull tools to perform tasks like Data preprocessing, Feature selection and Model Selection with few lines of code.

music-genra-recognition

This is a simple speech recognition algorithm. This was a Learning Project, in which I learned how to apply machine learning to sounds, using concepts like Mfcc and the role of Fourier transform.

music-recomendation-system

nueral_network_visualizer-

Visualize the change like- "CHANGE IN THETA VALUES", "CHANGE IN ERRORS" ,"COST FUNCTION",CHANGE IN PREDICTION" with each ITERATION

numpy

pahlevikun

pandas-library