Pinned Repositories
active-learning-workshop
Active Learning Workshop Materials
acv00
ACV is a python library that provides explanations for any machine learning model or data. It gives local rule-based explanations for any model or data and different Shapley Values for tree-based models.
Advanced-Deep-Learning-with-Python
Advanced Deep Learning with Python by Packt Publishing
adversarial-explainable-ai
💡 Adversarial attacks on explanations and how to defend them
adversarial-robustness-toolbox
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
ai-by-hand-excel
AIX360
Interpretability and explainability of data and machine learning models
Applied-Machine-Learning-Explainability-Techniques
Applied Machine Learning Explainability Techniques, published by Packt
awesome-graph-explainability-papers
Papers about explainability of GNNs
awesome-python
An opinionated list of awesome Python frameworks, libraries, software and resources.
kalkite's Repositories
kalkite/acv00
ACV is a python library that provides explanations for any machine learning model or data. It gives local rule-based explanations for any model or data and different Shapley Values for tree-based models.
kalkite/Advanced-Deep-Learning-with-Python
Advanced Deep Learning with Python by Packt Publishing
kalkite/adversarial-explainable-ai
💡 Adversarial attacks on explanations and how to defend them
kalkite/ai-by-hand-excel
kalkite/AIX360
Interpretability and explainability of data and machine learning models
kalkite/Applied-Machine-Learning-Explainability-Techniques
Applied Machine Learning Explainability Techniques, published by Packt
kalkite/awesome-graph-explainability-papers
Papers about explainability of GNNs
kalkite/awesome-python
An opinionated list of awesome Python frameworks, libraries, software and resources.
kalkite/Azure-Databricks-Cookbook
Azure Databricks Cookbook, Published by Packt
kalkite/component-library
The goal of CLAIMED is to enable low-code/no-code rapid prototyping style programming to seamlessly CI/CD into production.
kalkite/data-pipelines-with-apache-airflow
Code for Data Pipelines with Apache Airflow
kalkite/data_mining_with_R
Data mining with R from scratch for autumn semester
kalkite/datascience
Curated list of Python resources for data science.
kalkite/DataScienceR
a curated list of R tutorials for Data Science, NLP and Machine Learning
kalkite/deep-learning-with-pytorch
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
kalkite/Espionage
A Linux Packet Sniffing Suite for Automated MiTM Attacks
kalkite/ettercap
Ettercap Project
kalkite/fed_iot_guard
Detection of IoT devices infected by malwares from their network communications, using federated machine learning
kalkite/Federated_socket_programming
Federated Learning Demo in Python using Socket Programming
kalkite/go_web_application
kalkite/Hands-on-Kubernetes-on-Azure-Third-Edition
kalkite/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
kalkite/loghub
A large collection of system log datasets for AI-driven log analytics [ISSRE'23]
kalkite/OmniXAI
OmniXAI: A Library for eXplainable AI
kalkite/OpenFL-XAI
kalkite/Practical-Deep-Learning-at-Scale-with-MLFlow
Practical Deep Learning at Scale with MLFlow, published by Packt
kalkite/pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
kalkite/pytorch_active_learning
PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book
kalkite/SciPy-Recipes
Code repository for SciPy Recipes, published by Packt
kalkite/vfl_interpretable