Lists

I’m maintaining these lists for myself which means I update them only if needed. If you find them useful, that’s fine. If not, simply ignore them ;).

Datasets

• Anomaly Detection

• Autonomous Systems and Robotics

• Drone mounted camera footage datasets

• Human Pose Estimation

• IMU (and Other) Odometry datasets

• MNIST-like Datasets

• Neuromorphic datasets

• Optical Character Recognition Datasets

• Small Object Datasets

Deep Learning Models

• List of YOLO Models for Object Detection

Literature and Learning Resources

• Interesting (quarterly) AI paper

• Interesting literature (and other resources) on autonomous systems

• Automated Machine Learning (AutoML) Resources

• OpenFOAM tutorials and learning resources

• Resources for learning and applying reinforcement learning

• Resources to Learn Applied Category Theory

• List of tracking/filter algorithms

Software

Benchmarks

• List of Data Science and Machine Learning Related Benchmarks

Software

• Open-Source CFD software

• Open Source DEM (Discrete Elements Method) Software

• Open-Source Elastic Wave Simulation Software

• Open Source GIS Software

• Open-Source RADAR simulation software

• Rockfall Simulation Software

• Simulation environments for AI/ML training

Software Libraries

• Open-Source Annotation Tools for Machine Learning Research

• Julia Packages for Data Science, Machine Learning and Artificial Intelligence

• Julia Packages for Data Visualization

• Machine Learning Frameworks

• Quantum Machine Learning Frameworks

• (Fast) Support Vector Machine (SVM) implementations