pruning-optimization

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

AmanPriyanshu/GPT-OSS-MoE-ExpertFingerprinting

ExpertFingerprinting: Behavioral Pattern Analysis and Specialization Mapping of Experts in GPT-OSS-20B's Mixture-of-Experts Architecture

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.

MoinDalvs/Assignment_Decision_Tree_1

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

cyrielladriere/audio-environmental-monitoring

This repo contains code for my master thesis: Audio-based Environmental Monitoring for Edge Devices. The thesis focuses on neural network compression, specifically for the audio environmental monitoring domain.

diyaacharya/machine-learning-essentials

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.