pruning-optimization

There are 0 repository under pruning-optimization topic.

alpha-beta-pruning-minmax-checkers
njmarko / alpha-beta-pruning-minmax-checkers
Minmax (minimax) algorithm with Alpha-Beta (𝛼−𝛽, ab) Pruning optimization for the Checkers (Draughts) game in Python 3. Same minimax algorithm works for chess, tic tac toe or similar games.
alpha-beta-pruning minmax-algorithm checkers alpha-beta-search minmax alpha-beta draughts python ab-pruning pruning-optimization game minmax-alpha-beta-pruning minimax-alpha-beta-pruning minimax minimax-search
Language:Python 18
alifrmf / Mobile-Price-Prediction-Classification-Analysis
Supervised Machine Learning Analysis Using Classification Models
adaboost bagging-ensemble boosting-ensemble classification data-science decision-trees ensemble-learning gradient-boosting hyperparameter-optimization machine-learning-algorithms python random-forest supervised-learning svm voting-classifier xgboost pruning-optimization exploratory-data-analysis preprocessing mobile-price-prediction
Language:Jupyter Notebook 13
K0mp0t / DNN_Model_optimization
Some DNN model optimization experiments and notebooks
convolutional-neural-networks deep-neural-networks model-optimization onnxruntime pruning-optimization recurrent-neural-networks
Language:Jupyter Notebook 5
FBehrad / Evo_conv
Code of the paper "Evolutionary convolutional neural network for efficient brain tumor segmentation and overall survival prediction
brain-tumor-segmentation convolutional-neural-networks deep-learning evolutionary-algorithms genetic-algorithm neural-network optimization pruning pruning-optimization survival-prediction u-net
Language:Python 4
MoinDalvs / Assignment_Decision_Tree_1
data-science decision cost-complexity-pruning decision-tree-classifier hyper-parameter-optimization hyperparameter-tuning post-pruning pruning-optimization
Language:Jupyter Notebook 3
oswaldoludwig / Pruning-pre-trained-models-using-evolutionary-computation
This repository contains scripts to prune Wav2vec2 using a neuroevolution-based method. More details about this method can be found in the paper Compressing Wav2vec2 for Embedded Applications.
asr e2e-asr evolutionary-algorithms evolutionary-computation genetic-algorithm huggingface model-compression pre-trained-model pruning pruning-algorithms pruning-optimization pytorch transformer-models wav2vec wav2vec2
Language:Shell 2
Pradnya1208 / Pruning-Decision-Trees
The objective of this project is to understand and implement the most commonly used Tree-pruning methods, Pre-pruning and Post-pruning.
decision-trees pruning pruning-optimization prepruning post-pruning
Language:Jupyter Notebook 1
AlrikF / Data-science-statistical-modelling-projects
A collection of multiple projects involving tasks such as classification, time series forecasting , regression etc. on a number of datasets using different machine learning algorithms such as random forest, SVM, Naive Bayes, Ensemble, perceptron etc in addition to data cleaning and preparation.
boosting data-preprocessing data-science decision-trees exploratory-data-analysis lasso-regression-model principal-component-analysis pruning-optimization random-forest ridge-regression-model time-series-classification
Language:Jupyter Notebook 0
ClimerLab / FBP
Frequency Based Pruning (FBP) is a feature selection algorithm based upon maximizing the Youden J statistic. FBP intelligently enumerates through combinations of features, using the frequency of smaller patterns to prune away large regions of the solution space.
cpp discrete-optimization enumeration feature-selection pruning-optimization
Language:C++ 0
DouniaLakhmiri / SR2
Pytorch optimizer for nonsmooth, nonconvex, sparsity inducing, regularizers
optimizer pruning-optimization pytorch regularization accelerated-proximal-gd optimization
Language:Python 0
JohnBogdan1 / Ultimate-Tic-Tac-Toe-bot
A bot for Ultimate Tic-Tac-Toe game on http://theaigames.com/ and http://pub.theaigames.com/competitions/ultimate-tic-tac-toe
artificial-intelligence bot game heuristics java minimax-algorithm pruning-optimization ultimate-tic-tac-toe
Language:Java 0
vaisakh-sudheesh / E0-294_Project-CausalModellingPruning
IISc/CSA E0-294: Systems for Machine learning - Course project on employing causal insights in DNN model pruning and performance
causal-discovery dowhy pruning-optimization
Language:Jupyter Notebook 0
diyaacharya / machine-learning-essentials
machine-learning machine-learning-algorithms decision-tree-classifier accuracy data-science data-visualization gridsearchcv pruning-optimization k-fold-cross-validation
Language:Jupyter Notebook
frankwillard / Graduate-Deep-Neural-Nets-Homework
Homework for Graduate Deep Learning Course
adversarial-attacks deep-learning pytorch robustness pruning-optimization quantized-neural-networks gru-neural-networks lstm-neural-networks
Language:Jupyter Notebook
NnA301023 / StackConvPrun
DenseNet & Resnet as Backbone to Perform Lahan Gambut Classification with Self-Attention Pruning Mechanism
attention-mechanism pruning-optimization streamlit-webapp
Language:Python
pillieshwar / Cpts_570-Machine-Learning
CPT_S 570 Machine Learning
decision-tree-classifier id3-algorithm pruning-optimization
Language:Python
siddharthiyervarma / Loan-Approval-Prediction
leverage decision tree-based models for predicting credit approval.
decision-trees feature-engineering feature-extraction financial-analysis machine-learning pruning-optimization
Language:Jupyter Notebook