Pinned Repositories
Adult-Census-Income
Prediction of Adult Census Income dataset using different classification models
adult-dataset-analysis
Preprocessing and modelling of the adult dataset from UCI. The model achieved an 84% accuracy.
advanced_python
Python features such as object-oriented special class methods, use logging to track performance and user activity, porting code from Python 2 to 3, and make your code more efficient and easier to read and maintain.
AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
attack
Autoencoder
Autoencoder on tabular data
avalanche
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
basicnnet
A basic neural network in PyTorch
Variational-Fair-Information-Bottleneck
Dzakpasu's Repositories
Dzakpasu/Variational-Fair-Information-Bottleneck
Dzakpasu/Adult-Census-Income
Prediction of Adult Census Income dataset using different classification models
Dzakpasu/adult-dataset-analysis
Preprocessing and modelling of the adult dataset from UCI. The model achieved an 84% accuracy.
Dzakpasu/advanced_python
Python features such as object-oriented special class methods, use logging to track performance and user activity, porting code from Python 2 to 3, and make your code more efficient and easier to read and maintain.
Dzakpasu/AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
Dzakpasu/attack
Dzakpasu/Autoencoder
Autoencoder on tabular data
Dzakpasu/avalanche
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
Dzakpasu/basicnnet
A basic neural network in PyTorch
Dzakpasu/ddq
Config files for my GitHub profile.
Dzakpasu/deep-learning
Repo for the Deep Learning Nanodegree Foundations program.
Dzakpasu/dsprites-dataset
Dataset to assess the disentanglement properties of unsupervised learning methods
Dzakpasu/FairAI
This is a collection of papers and other resources related to fairness.
Dzakpasu/fairness-comparison
Comparing fairness-aware machine learning techniques.
Dzakpasu/gene-dag-vae
Dzakpasu/Hands-On-Data-Analysis-with-Pandas-2nd-edition
Materials for following along with Hands-On Data Analysis with Pandas – Second Edition
Dzakpasu/IntroML
Introductory course in Machine Learning for master students in Statistics at Uppsala University
Dzakpasu/machine-learning-made-easy
Dzakpasu/MachineLearningFoundations
Dzakpasu/minimax-fair
Dzakpasu/ML4thesis
Dzakpasu/MultiLayerPerception-1
Neural network
Dzakpasu/numerical_stats
Introduction to Numerical Methods and Statistics with Jupyter Notebooks & Python
Dzakpasu/pytorch-Deep-Learning
Deep Learning (with PyTorch)
Dzakpasu/simple-neural-network
A simple Python script showing how the backpropagation algorithm works.
Dzakpasu/stat453-deep-learning-ss21
STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2021)
Dzakpasu/tensorflow-101
TensorFlow 101: Introduction to Deep Learning
Dzakpasu/vae
a simple vae and cvae from keras
Dzakpasu/vae-record-generator
VAE - Tabular Data Generation
Dzakpasu/vanilla-machine-learning
vanilla machine learning