[ FreeCourseWeb.com ] Oreilly - Evolutionary Deep Learning, Video Edition

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    [ FreeCourseWeb.com ] Oreilly - Evolutionary Deep Learning, Video Edition

  1. ~Get Your Files Here !/012. Chapter 2. Genetic algorithms in Python.mp4 49.59 MB
  2. ~Get Your Files Here !/027. Chapter 5. Automating hyperparameter optimization.mp4 37.53 MB
  3. ~Get Your Files Here !/020. Chapter 4. More evolutionary computation with DEAP.mp4 36.47 MB
  4. ~Get Your Files Here !/073. Chapter 12. Introducing instinctual learning.mp4 35.42 MB
  5. ~Get Your Files Here !/065. Chapter 11. Evolutionary learning with NEAT.mp4 33.17 MB
  6. ~Get Your Files Here !/047. Chapter 8. Evolving autoencoders.mp4 31.22 MB
  7. ~Get Your Files Here !/002. Chapter 1. Introducing evolutionary deep learning.mp4 31.19 MB
  8. ~Get Your Files Here !/023. Chapter 4. Evolutionary strategies with DEAP.mp4 31.02 MB
  9. ~Get Your Files Here !/051. Chapter 8. Building variational autoencoders.mp4 30.52 MB
  10. ~Get Your Files Here !/054. Chapter 9. The challenges of training a GAN.mp4 30.13 MB
  11. ~Get Your Files Here !/053. Chapter 9. Generative deep learning and evolution.mp4 29.96 MB
  12. ~Get Your Files Here !/040. Chapter 7. Evolutionary convolutional neural networks.mp4 29.39 MB
  13. ~Get Your Files Here !/017. Chapter 3. Selecting genetic operators for improved evolution.mp4 28.16 MB
  14. ~Get Your Files Here !/011. Chapter 2. Adding evolution to the life simulation.mp4 26.64 MB
  15. ~Get Your Files Here !/071. Chapter 12. Evolutionary machine learning and beyond.mp4 25.67 MB
  16. ~Get Your Files Here !/074. Chapter 12. Generalized learning with genetic programming.mp4 25.23 MB
  17. ~Get Your Files Here !/059. Chapter 10. NEAT NeuroEvolution of Augmenting Topologies.mp4 24.98 MB
  18. ~Get Your Files Here !/063. Chapter 10. Uncovering the role of speciation in evolving topologies.mp4 24.67 MB
  19. ~Get Your Files Here !/016. Chapter 3. Helping a traveling salesman.mp4 24.07 MB
  20. ~Get Your Files Here !/022. Chapter 4. Coevolving solutions with DEAP.mp4 23.05 MB
  21. ~Get Your Files Here !/075. Chapter 12. The future of evolutionary machine learning.mp4 22.97 MB
  22. ~Get Your Files Here !/028. Chapter 5. Automating HPO with random search.mp4 22.76 MB
  23. ~Get Your Files Here !/029. Chapter 5. Grid search and HPO.mp4 22.42 MB
  24. ~Get Your Files Here !/030. Chapter 5. Evolutionary computation for HPO.mp4 21.93 MB
  25. ~Get Your Files Here !/031. Chapter 5. Genetic algorithms and evolutionary strategies for HPO.mp4 20.84 MB
  26. ~Get Your Files Here !/014. Chapter 3. Introducing genetic algorithms with DEAP.mp4 20.54 MB
  27. ~Get Your Files Here !/005. Chapter 1. Automating optimization with automated machine learning.mp4 20.42 MB
  28. ~Get Your Files Here !/076. Chapter 12. Generalization with instinctual deep and deep reinforcement learning.mp4 20.28 MB
  29. ~Get Your Files Here !/018. Chapter 3. Painting with the EvoLisa.mp4 19.99 MB
  30. ~Get Your Files Here !/024. Chapter 4. Differential evolution with DEAP.mp4 19.90 MB
  31. ~Get Your Files Here !/021. Chapter 4. Particle swarm optimization with DEAP.mp4 18.44 MB
  32. ~Get Your Files Here !/048. Chapter 8. Evolutionary AE optimization.mp4 18.02 MB
  33. ~Get Your Files Here !/044. Chapter 7. Evolving convolutional network architecture.mp4 17.88 MB
  34. ~Get Your Files Here !/062. Chapter 10. Exercising NEAT to classify images.mp4 17.87 MB
  35. ~Get Your Files Here !/034. Chapter 6. Neuroevolution optimization.mp4 17.05 MB
  36. ~Get Your Files Here !/068. Chapter 11. Solving Gym’s lunar lander problem with NEAT agents.mp4 16.92 MB
  37. ~Get Your Files Here !/069. Chapter 11. Solving Gym’s lunar lander problem with a deep Q-network.mp4 16.70 MB
  38. ~Get Your Files Here !/006. Chapter 1. Applications of evolutionary deep learning.mp4 16.35 MB
  39. ~Get Your Files Here !/072. Chapter 12. Revisiting reinforcement learning with Geppy.mp4 15.92 MB
  40. ~Get Your Files Here !/066. Chapter 11. Exploring complex problems from the OpenAI Gym.mp4 15.66 MB
  41. ~Get Your Files Here !/061. Chapter 10. Exercising the capabilities of NEAT.mp4 15.66 MB
  42. ~Get Your Files Here !/015. Chapter 3. Solving the Queen’s Gambit.mp4 15.42 MB
  43. ~Get Your Files Here !/067. Chapter 11. Solving reinforcement learning problems with NEAT.mp4 15.06 MB
  44. ~Get Your Files Here !/056. Chapter 9. Encoding the Wasserstein DCGAN for evolution.mp4 15.01 MB
  45. ~Get Your Files Here !/041. Chapter 7. Encoding a network architecture in genes.mp4 14.55 MB
  46. ~Get Your Files Here !/032. Chapter 5. Differential evolution for HPO.mp4 14.32 MB
  47. ~Get Your Files Here !/055. Chapter 9. Fixing GAN problems with Wasserstein loss.mp4 14.09 MB
  48. ~Get Your Files Here !/035. Chapter 6. Genetic algorithms as deep learning optimizers.mp4 14.02 MB
  49. ~Get Your Files Here !/008. Chapter 2. Introducing evolutionary computation.mp4 13.86 MB
  50. ~Get Your Files Here !/037. Chapter 6. Applying neuroevolution optimization to Keras.mp4 13.64 MB