Classifier
Machine learning code, derivatives calculation and optimization algorithms developed during the Machine Learning course at Universidade de Sao Paulo. All codes in Python, NumPy and Matplotlib with example in the end of file.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Scipy | 12,126 |  | 43,431 | 21,851 | 3 months ago | 98 | November 18, 2023 | 1,777 | bsd-3-clause | Python |
| SciPy library main repository | ||||||||||
| Geneticalgorithmpython | 1,564 |  | 8 | 4 months ago | 57 | September 08, 2023 | 77 | bsd-3-clause | Python | |
| Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch). | ||||||||||
| Piecewise_linear_fit_py | 218 |  | 1 | 4 | a year ago | 54 | May 07, 2022 | 33 | mit | Python |
| fit piecewise linear data for a specified number of line segments | ||||||||||
| 30 Days Of Ml Kaggle | 93 | 3 years ago | mit | Jupyter Notebook | ||||||
| Machine learning beginner to Kaggle competitor in 30 days. Non-coders welcome. The program starts Monday, August 2, and lasts four weeks. It's designed for people who want to learn machine learning. | ||||||||||
| Autoptim | 91 | 5 years ago | 2 | mit | Python | |||||
| Automatic differentiation + optimization | ||||||||||
| Adam | 82 | 3 months ago | 6 | bsd-3-clause | Python | |||||
| adam implements a collection of algorithms for calculating rigid-body dynamics in Jax, CasADi, PyTorch, and Numpy. | ||||||||||
| Opfunu | 69 |  | 3 | 7 months ago | 24 | September 26, 2023 | gpl-3.0 | Python | ||
| A collection of Benchmark functions for numerical optimization problems | ||||||||||
| Mega_manager | 38 | 3 months ago | 6 | gpl-3.0 | Python | |||||
| Cloud syncing manager for multiple MEGA cloud storage accounts with syncing, data gathering, compresssion and optimization capabilities. | ||||||||||
| Nd4js | 29 |  | 4 | 2 years ago | 5 | September 18, 2020 | 15 | other | JavaScript | |
| JS ND-Arrays inspired by NumPy. | ||||||||||
| Descent | 24 | 3 | 7 months ago | 20 | November 02, 2016 | 1 | mit | Python | ||
| First-order optimization tools | ||||||||||
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Python
Machine Learning
Convolutional Neural Networks
Optimization
Numpy
Svm
Machine Learning Algorithms
Logistic Regression