analysing Model Pruning and Unit Pruning on a large dense MNIST network
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Updated
Mar 25, 2023 - Jupyter Notebook
analysing Model Pruning and Unit Pruning on a large dense MNIST network
Pruning conv neural network by decreasing of num_filters in Resnet20
A Portuguese hotel group seeks to understand reasons for its excessive cancellation rates.
It contains different types of machine learning models like Linear Regression, Logistic Regression, Clustering techniques, Time Series Forecasting etc
Code for CPAL-2024 paper "Continual Learning with Dynamic Sparse Training: Exploring Algorithms for Effective Model Updates"
Code for the paper The Other Side of Compression: Measuring Bias in Pruned Transformers (IDA23)
Architecture for pruning methods analysis using pytorch prune module
A DIY text-editor with autocomplete and spell checking feature.
Code for “Discrimination-aware-Channel-Pruning-for-Deep-Neural-Networks”
Pruning, MTL, MOO benchmark repository
This project involves creating, in the language of your choice, a Gomoku game integrating an AI player capable of beating a human player the fastest way possible. To do this, you will implement a min-max algorithm but also do research, trial and error to find the most adapted heuristics. This will not be as easy as checkers.
A Backgammon bot which calculates its move using expectiminimax algorithm along with *-alpha-beta pruning.
A tutorial on how to prune the embedding layer of a language model and crafting a suitable tokenizer
Intro2ML Coursework 1
Data set featuring single English words read by speakers from six different countries for accent detection and recognition.
A Series on Optimizing Transformer-Based Models
Model reduction via neural network pruning on NIF.
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