Projects related to the course: Foundations of Machine Learning
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Updated
Jan 26, 2022 - Python
Projects related to the course: Foundations of Machine Learning
This application is an artificial intelligence that helps people decide the best course of action based on their grade.
Built from scratch neural network library using only NumPy
API of gradient visualization and parameter solution when extremum exists.
Overview of optimization techniques used to train ML models
Briefly introduce methods of explainable ai in LLM
All about Conv2d: fundamentals plus custom implementations of the forward and backward paths in neural network.
Simple script that generates and posts a gradient image to Instagram. Consider this an art project of no utility.
Small Python experiment for creating bezier-interpolated gradients.
Example of the implementation of Adam Gradient Descent optimization algorithm on a simple convex function.
Face Detection attendance system. This project is presented as Main project by me in my B. Tech Final year. We made this using Python with OpenCV library's HOG algorithm.
An implementation of an Gradient Algorithm that fines the equilibrium instead of the minimum or maximum
ИТМО - 3 курс - Методы оптимизации
All-in-one solution for color management.
Practicing with Tkinter for Graphical User Interfaces in Python
Advanced Lane Tracking Project - uses perspective transforms to track lane position
A neural network written in Python to solve XOR problem.
Find and Enhance Patterns in Images via Algorithmic Pareidolia
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