Machine Learning

From-Scratch Implementations, Adapted Models, and More

Dependencies

---	pip	conda
CPU	pip3 install torch==1.8.1+cpu torchvision==0.9.1+cpu torchaudio===0.8.1 -f https://download.pytorch.org/whl/torch_stable.html	conda install -c conda-forge numpy sklearn scipy pytorch
GPU	pip install numpy sklearn scipy torch==1.8.1+cu111 torchvision==0.9.1+cu111 torchaudio===0.8.1 -f https://download.pytorch.org/whl/torch_stable.html	conda install -c conda-forge numpy sklearn scipy ; conda install pytorch torchvision torchaudio cudatoolkit=11.1 -c pytorch -c nvidia

Usage

# Supervised 
import Adaboost 
import BootstrapAggregator
import LogisticRegression 
import MLP
import MulticlassGaussian
import RandomForest
import SVM

# Unsupervised
import kmeans
import PCA

License

This Repository is licensed under the CC0 1.0 Universal (CC0 1.0)