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Sep 26, 2021 - Jupyter Notebook
pruning-optimization
Here are 20 public repositories matching this topic...
A bot for Ultimate Tic-Tac-Toe game on http://theaigames.com/ and http://pub.theaigames.com/competitions/ultimate-tic-tac-toe
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Jun 6, 2016 - Java
DenseNet & Resnet as Backbone to Perform Lahan Gambut Classification with Self-Attention Pruning Mechanism
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Jan 22, 2024 - Python
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.
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May 30, 2024 - Jupyter Notebook
Homework for Graduate Deep Learning Course
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Jan 3, 2023 - Jupyter Notebook
Keras-based Deep Learning to cleanse patient data and predict their chances of survival
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Aug 1, 2024 - Jupyter Notebook
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.
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Mar 5, 2024 - C++
The objective of this project is to understand and implement the most commonly used Tree-pruning methods, Pre-pruning and Post-pruning.
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Jan 24, 2022 - Jupyter Notebook
CPT_S 570 Machine Learning
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Oct 23, 2021 - Python
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Jun 1, 2022 - Jupyter Notebook
AI agent capable of solving large instances of pipe puzzles. Project for Artificial Intelligence class.
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Jun 5, 2024 - Python
Some DNN model optimization experiments and notebooks
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Nov 9, 2023 - Jupyter Notebook
leverage decision tree-based models for predicting credit approval.
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Feb 20, 2024 - Jupyter Notebook
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.
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Nov 8, 2023 - Shell
IISc/CSA E0-294: Systems for Machine learning - Course project on employing causal insights in DNN model pruning and performance
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Apr 20, 2024 - Jupyter Notebook
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.
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Apr 17, 2024 - Jupyter Notebook
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.
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Dec 19, 2020 - Python
Supervised Machine Learning Analysis Using Classification Models
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Jul 10, 2023 - Jupyter Notebook
Code of the paper "Evolutionary convolutional neural network for efficient brain tumor segmentation and overall survival prediction
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Nov 10, 2022 - Python
Pytorch optimizer for nonsmooth, nonconvex, sparsity inducing, regularizers
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Dec 8, 2022 - Python
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