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100-days-of-ml-code

100 Days of ML Coding

2018-kaggle-adtrackingfraud

2018 - Kaggle - TalkingData AdTracking Fraud Detection Challenge: Silver medal (银牌)

a-reminiscent-intrusion-detection-model-based-on-deep-autoencoders-and-transfer-learning

aco-algorithm-nslkdd

this repository for Ant Colony Optimization algorithm works

ad_fl_dl

Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.

adaptive-federated-learning

Code for paper "Adaptive Federated Learning in Resource Constrained Edge Computing Systems"

adaptive-grey-wolf-optimization-algorithm-agwo

advanced-feature-selection-toolbox

This toolbox offers advanced feature selection tools. Several modifications, variants, enhancements, or improvements of algorithms such as GWO, FPA, SCA, PSO and SSA are provided.

adversarial-explainable-ai

💡 Adversarial attacks on explanations and how to defend them

adversarial-recurrent-ids

Contact: Alexander Hartl, Maximilian Bachl, Fares Meghdouri. Explainability methods and Adversarial Robustness metrics for RNNs for Intrusion Detection Systems. Also contains code for "SparseIDS: Learning Packet Sampling with Reinforcement Learning" (branch "rl").

adversarial-robustness-toolbox

Python library for adversarial machine learning (evasion, extraction, poisoning) with attacks and defences for neural networks, logistic regression, decision trees, SVM, gradient boosted trees, Gaussian processes and more with multiple framework support

ai-ml-tutorials

A collection of artificial intelligence and machine learning tutorials

algorithm-for-slice-handover-in-5g-networks

An Algorithm for making handoff decisions in a sliced 5G network

annotated_deep_learning_paper_implementations

🧑‍🏫 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit), optimizers (adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, etc. 🧠

anomaly-detection-iot23

A research project of anomaly detection on dataset IoT-23

anomaly-reactionrl

Using RL for anomaly detection in NSL-KDD

anyplace

A free and open Indoor Navigation Service with superb accuracy!

apache-access-log-parser

artificial-intelligence-and-data-science-pro

Regularly Updated | Collection of the best Data Science and AI Material from the Web | Covering Everything from Books, Courses along with Material, Research Papers, and Interview Prep to Cheatsheet

atomsofdeeplearning

Simple Experiments to Give Some Intuition behind Deep Neural Networks

autonomous-learning-library

A PyTorch library for building deep reinforcement learning agents.

awesome-cheatsheets

👩‍💻👨‍💻 Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.

awesome-edge-computing

A curated list of awesome edge computing, including Frameworks, Simulators, Tools, etc.

awesome-edge-machine-learning

A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and others.

awesome-federated-computing

:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.

awesome-federated-learning

Federated Learning Library: https://fedml.ai

awesome-federated-learning-on-graph-and-tabular-data

Federated learning on graph and tabular data related papers, frameworks, and datasets.

awesome-federated-machine-learning

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

awesome-federated-reinforcement-learning

Publication catalog for research on Federated RL (FRL).

awesome-fraud-detection-papers

A curated list of data mining papers about fraud detection.