About

• Archive

List of Sites, Teams and Packages

• Theoretical computer science cheat sheet
• The map of control theory
• A mostly complete chart of neural networks
• Who is the best at X?

Teams

• The Center for Complex Network Research, Albert-László Barabási
• Complex Networks, Shlomo Havlin
• Synergy Program for Analyzing Resilience and Critical transitionS, SPARCS
• Machine Learning and Optimization, Fabian Pedregosa
• Machine Learning Theory, John Langford
• Data Science and Machine Learning, Mikio Braun

• Learning to Rank, Tie-Yan Liu, Tao Qin

• MIT-IBM Watson AI Lab
• Deep Mind, Google
• CrowdAI, EPFL Switzerland
• OpenAI, Maluuba, Microsoft
• BostonDynamics
• AutoPilot, Tesla
• OpenPilot, comma.ai

Optimization

• HyperOpt , HyperBand , Scikit-Optimize

• L-BFGS , LP_Solve , CPLEX

• OpenAI Gym, OpenAI Baselines, Deep Mind
• Open Sim (Musculoskeletal Models), Stanford University
• Brown-UMBC Reinforcement Learning and Planning (BURLAP), Brown University