MachineLearning
solar_panel_model
| MachineLearning | solar_panel_model | |
|---|---|---|
| 6 | 2 | |
| 17 | 5 | |
| - | - | |
| 8.4 | 5.8 | |
| 3 months ago | 12 months ago | |
| C++ | Jupyter Notebook | |
| GNU General Public License v3.0 only | - |
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MachineLearning
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Get gradient of Softmax activation
Softmax is at the end of this source file: https://github.com/aromanro/MachineLearning/blob/master/MachineLearning/MachineLearning/ActivationFunctions.h
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C++ Show and Tell - June 2023
Continuing extending the machine learning project: https://github.com/aromanro/MachineLearning With dropout I managed to go over 99% accuracy on digits from the EMNIST dataset, currently I'm thinking of adding batch normalization and then adding convolutional networks.
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How to learn Linear Regression
I have a project on GitHub on this: https://github.com/aromanro/MachineLearning
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C++ Show and Tell - May 2023
A project going up from simple linear regression to neural networks (multilayer perceptron for now, applied on xor, the iris dataset and EMNIST dataset): https://github.com/aromanro/MachineLearning
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Trying to create a C neural network.
I implemented a multilayer perceptron in C++ (using Eigen for matrix computations): https://github.com/aromanro/MachineLearning
- Invata cum functioneaza Chat GPT si retelele neuronale
solar_panel_model
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How to learn Linear Regression
I have made a nice beginner-friendly project explicitly running through linear regression! https://github.com/Tareq62/solar_panel_model/blob/master/solar_linear_regression.ipynb
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What projects do i start with? here's what I've learned so far:
Multivariate linear regression is a solid place to start. Check out my project and the whole repository: https://github.com/Tareq62/solar_panel_model/blob/master/linear_regression_model.py
What are some alternatives?
TurboGE - A simple OpenGL game engine written in C++ with Python scripting
Project-Alice - An open-source game
QCSim - Quantum computing simulator
deepnet - Educational deep learning library in plain Numpy.
Beta
kharoon-client - A crash reporter client that aims to be cross-platform and easy to use.
Code4School - Code I wrote in school
SideBySide - SideBySide is a simple application that allows you to put 2 Photos side by side, for whatever reason you need to put two photos side by side, Pressing "F" will allow you to go full screen and move the photos with your mouse just hold and drag, then press "F" again to exit fullscreen
retro-game - a 2d game made in SFML and c++
seq - The seq library is a collection of original C++14 STL-like containers and related tools
streams4cpp - Functional streaming in C++
blog