pruning-optimization
There are 22 repositories under pruning-optimization topic.
peremartra/FinLLMOpt
Optimized Large Language Models for Financial Applications – Efficient, Scalable, and Domain-Specific AI for Finance.
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.
alifrmf/Mobile-Price-Prediction-Classification-Analysis
Supervised Machine Learning Analysis Using Classification Models
FBehrad/Evo_conv
Code of the paper "Evolutionary convolutional neural network for efficient brain tumor segmentation and overall survival prediction
K0mp0t/DNN_Model_optimization
Some DNN model optimization experiments and notebooks
Miocio-nora/Decay_Pruning_Method
Make Structured Pruning Methods Smooth and Adaptive: Decay Pruning Method (DPM) is a novel smooth and dynamic pruning approach, that can be seemingly integrated with various existing structured pruning methods, providing significant improvement.
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.
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.
AlrikF/Data-science-statistical-modelling-projects
This repository showcases an array of data science notebooks focused on exploratory data analysis (EDA), data curation, and the application of diverse machine learning techniques to a variety of datasets. Each project highlights detailed analysis, visualization, and algorithmic insights, offering both depth and breadth in data science methodologies
AnruthaKamal/PneumoScan.ai
Pneumo.ai is a Streamlit web app for detecting pneumonia from X-rays, leveraging CNN variants like AlexNet, VGG, and ResNet18, with ResNet18 leading with an accuracy of 0.89. It employs early stopping callbacks for efficient model training, visualizes training using TensorBoard, and optimizes inference time with pruning and quantization techniques.
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.
DouniaLakhmiri/SR2
Pytorch optimizer for nonsmooth, nonconvex, sparsity inducing, regularizers
franciscofpereira/PipePuzzleSolver
AI agent capable of solving large instances of pipe puzzles. Project for Artificial Intelligence class.
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
Lalasa1234/PatientSurvivalDetection
Keras-based Deep Learning to cleanse patient data and predict their chances of survival
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
frankwillard/Graduate-Deep-Neural-Nets-Homework
Homework for Graduate Deep Learning Course
NnA301023/StackConvPrun
DenseNet & Resnet as Backbone to Perform Lahan Gambut Classification with Self-Attention Pruning Mechanism
pillieshwar/Cpts_570-Machine-Learning
CPT_S 570 Machine Learning
siddharthiyervarma/Loan-Approval-Prediction
leverage decision tree-based models for predicting credit approval.