https://github.com/rishiraj824/machinelearningalgorithms
A consortium of popular ML algorithms/concepts implemented in Python.
https://github.com/rishiraj824/machinelearningalgorithms
algorithms-implemented consists fashionmnist gaussian-distribution k-means-clustering knn-classification linear-regression logistic-regression machine-learning machine-learning-algorithms neural-network pca-analysis perceptron places-almanac python resnet svm-classifier tf-idf
Last synced: 9 months ago
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A consortium of popular ML algorithms/concepts implemented in Python.
- Host: GitHub
- URL: https://github.com/rishiraj824/machinelearningalgorithms
- Owner: rishiraj824
- Created: 2020-02-21T01:38:21.000Z (almost 6 years ago)
- Default Branch: master
- Last Pushed: 2020-11-28T21:27:12.000Z (about 5 years ago)
- Last Synced: 2025-01-28T05:24:32.255Z (11 months ago)
- Topics: algorithms-implemented, consists, fashionmnist, gaussian-distribution, k-means-clustering, knn-classification, linear-regression, logistic-regression, machine-learning, machine-learning-algorithms, neural-network, pca-analysis, perceptron, places-almanac, python, resnet, svm-classifier, tf-idf
- Language: Jupyter Notebook
- Homepage:
- Size: 2.35 MB
- Stars: 1
- Watchers: 3
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# MachineLearningAlgorithms
This repository consists of popular algorithms implemented on Python notebooks. Feel free to try them out.
```
|-- fashionmnist-classification
| -- classification.ipynb
|-- gaussian-distribution
| -- gaussian-distribution.ipynb
|-- k-means-clustering
| -- k-means.ipynb
|-- linear-regression-with-sklearn
| |-- exp_test.csv
| |-- exp_train.csv
| -- regression-using-sklearn.ipynb
|-- logistic-regression
| -- logistic-regression.ipynb
|-- multivar-linear-regression
| -- multivar-linear-regression.ipynb
|-- naive-bayes-spam-filters
| -- naive-bayes-spam-filters.ipynb
|-- pca-places-almanac
| |-- places-almanac.ipynb
|-- perceptron
|-- resnet
| |-- data
| -- resnet34-finetuning.ipynb
|-- ridge-regression
|-- tf-idf-parser
```