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[] Udemy - A Beginner's Guide To Machine Learning with Unity

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  • 文件大小:3GB
  • 下载次数:44
  • 最近下载:2020-12-24 18:58:36
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文件列表

  1. 1. Introduction/6. Machine Learning 101.mp4 553MB
  2. 10. A Final Word/2. Where to Now.mp4 251MB
  3. 8. Unity's ML-Agents V0.3 [DEPRECATED]/2. Training Your First ML-Agent V0.3.mp4 172MB
  4. 8. Unity's ML-Agents V0.3 [DEPRECATED]/8.2 CatAcademy.zip.zip 136MB
  5. 2. Genetic Algorithms/1. DNA Inspired Data Structures.mp4 109MB
  6. 2. Genetic Algorithms/10. Moving GAs with Senses Part 2.mp4 76MB
  7. 2. Genetic Algorithms/11. Moving GAs with Senses Part 3.mp4 69MB
  8. 5. Neural Networks in Practice/6. Gathering Training Data from the Player Part 2.mp4 66MB
  9. 5. Neural Networks in Practice/5. Gathering Training Data from the Player Part 1.mp4 60MB
  10. 8. Unity's ML-Agents V0.3 [DEPRECATED]/15. Goal Seeking Wall Jumping Part 2.mp4 60MB
  11. 2. Genetic Algorithms/6. Coding Movement with Genes Part 2.mp4 58MB
  12. 5. Neural Networks in Practice/9. Training with Player Data Part 2.mp4 52MB
  13. 2. Genetic Algorithms/12. Maze Walking Challenge.mp4 50MB
  14. 4. Artificial Neural Networks/3. Programming An Artificial Neural Network Part 2.mp4 49MB
  15. 4. Artificial Neural Networks/5. ANN FAQs.mp4 48MB
  16. 8. Unity's ML-Agents V0.3 [DEPRECATED]/5. Creating an ML-Agent From Scratch Part 1.mp4 48MB
  17. 5. Neural Networks in Practice/10. Training with Player Data Part 3.mp4 48MB
  18. 3. Perceptrons The making of a Neural Network/6. Perceptron Classification.mp4 47MB
  19. 5. Neural Networks in Practice/7. Training with Player Data Part 1.mp4 45MB
  20. 2. Genetic Algorithms/9. Moving GAs with Senses Part 1.mp4 45MB
  21. 2. Genetic Algorithms/15. Not So Flappy Birds Part 2.mp4 44MB
  22. 3. Perceptrons The making of a Neural Network/7. Perceptron Learning from Experience.mp4 43MB
  23. 8. Unity's ML-Agents V0.3 [DEPRECATED]/14. Goal Seeking Wall Jumping Part 1.mp4 43MB
  24. 5. Neural Networks in Practice/1. Developing a Neural Network that Plays Pong Part 1.mp4 43MB
  25. 2. Genetic Algorithms/14. Not So Flappy Birds Part 1.mp4 42MB
  26. 6. Reinforcement Learning with the Q-Network/1. Reinforcement Learning and Q-Networks.mp4 42MB
  27. 2. Genetic Algorithms/2. Camouflage Training with Genetic Algorithms Part 1.mp4 40MB
  28. 4. Artificial Neural Networks/2. Programming An Artificial Neural Network Part 1.mp4 40MB
  29. 9. Unity's M-Agents V0.2 [DEPRECIATED]/5. An Overview of ML-Agents.mp4 40MB
  30. 5. Neural Networks in Practice/2. Developing a Neural Network that Plays Pong Part 2.mp4 39MB
  31. 6. Reinforcement Learning with the Q-Network/3. Training a Neural Network with Q-Learning Part 2.mp4 38MB
  32. 8. Unity's ML-Agents V0.3 [DEPRECATED]/12. Environment Sensing ML-Agent.mp4 36MB
  33. 6. Reinforcement Learning with the Q-Network/2. Training a Neural Network with Q-Learning Part 1.mp4 36MB
  34. 8. Unity's ML-Agents V0.3 [DEPRECATED]/8. An Avoiding ML-Agent Part 1.mp4 36MB
  35. 2. Genetic Algorithms/3. Camouflage Training with Genetic Algorithms Part 2.mp4 35MB
  36. 4. Artificial Neural Networks/1. Introduction to Neural Networks.mp4 34MB
  37. 3. Perceptrons The making of a Neural Network/3. Programming and Training a Perceptron.mp4 33MB
  38. 4. Artificial Neural Networks/6. Working with Activation Functions.mp4 32MB
  39. 6. Reinforcement Learning with the Q-Network/4. Training a Neural Network with Q-Learning Part 3.mp4 32MB
  40. 8. Unity's ML-Agents V0.3 [DEPRECATED]/6. Creating an ML-Agent From Scratch Part 2.mp4 32MB
  41. 8. Unity's ML-Agents V0.3 [DEPRECATED]/11. Top 10 Tips for Neural Network Best Practice.mp4 32MB
  42. 1. Introduction/3. What is Learning.mp4 31MB
  43. 2. Genetic Algorithms/5. Coding Movement with Genes Part 1.mp4 30MB
  44. 1. Introduction/1. Introduction.mp4 29MB
  45. 2. Genetic Algorithms/5.1 EthanWalker.zip.zip 29MB
  46. 3. Perceptrons The making of a Neural Network/7.1 DodgeBallPerceptron.zip.zip 29MB
  47. 8. Unity's ML-Agents V0.3 [DEPRECATED]/9. An Avoiding ML-Agent Part 2.mp4 29MB
  48. 2. Genetic Algorithms/13. Maze Walking Challenge Solution Part 2.mp4 28MB
  49. 1. Introduction/2. Getting in Contact.mp4 28MB
  50. 3. Perceptrons The making of a Neural Network/1. The Perceptron.mp4 25MB
  51. 2. Genetic Algorithms/9.1 StayOnPlatformStarter.zip.zip 25MB
  52. 2. Genetic Algorithms/11.1 StayOnPlatformSolution.zip.zip 25MB
  53. 6. Reinforcement Learning with the Q-Network/5. Challenge.mp4 23MB
  54. 5. Neural Networks in Practice/5.1 ANNRacingStarter.zip.zip 22MB
  55. 5. Neural Networks in Practice/10.1 TrainedGoKart.zip.zip 22MB
  56. 10. A Final Word/1. Thank you.mp4 20MB
  57. 4. Artificial Neural Networks/4. Programming An Artificial Neural Network Part 3.mp4 18MB
  58. 3. Perceptrons The making of a Neural Network/8. Saving & Loading Perceptron Values.mp4 18MB
  59. 5. Neural Networks in Practice/3. Developing a Neural Network that Plays Pong Part 3.mp4 15MB
  60. 2. Genetic Algorithms/4. Camouflage Challenge.mp4 8MB
  61. 2. Genetic Algorithms/7. Distance Challenge.mp4 6MB
  62. 8. Unity's ML-Agents V0.3 [DEPRECATED]/12.1 CatAcademySensingFinal.zip.zip 5MB
  63. 8. Unity's ML-Agents V0.3 [DEPRECATED]/6.1 PurpleBallFinal.zip.zip 5MB
  64. 8. Unity's ML-Agents V0.3 [DEPRECATED]/11.1 DogCatChaser2.zip.zip 5MB
  65. 2. Genetic Algorithms/13.1 MazeWalkerSolutionv3.zip.zip 2MB
  66. 2. Genetic Algorithms/12.1 MazeStarter.zip.zip 2MB
  67. 8. Unity's ML-Agents V0.3 [DEPRECATED]/14.1 Zombunny.zip.zip 760KB
  68. 9. Unity's M-Agents V0.2 [DEPRECIATED]/4.1 Sample Terminal Log for a Python Install on a Mac.pdf.pdf 240KB
  69. 8. Unity's ML-Agents V0.3 [DEPRECATED]/1.1 Python3InstallScriptMac.pdf.pdf 86KB
  70. 5. Neural Networks in Practice/4.1 PongForTwo.zip.zip 82KB
  71. 5. Neural Networks in Practice/1.2 PongStarter.zip.zip 55KB
  72. 2. Genetic Algorithms/15.1 FlappyBirdFinal.zip.zip 44KB
  73. 3. Perceptrons The making of a Neural Network/4.1 ANDInspectorSettings.png.zip.zip 40KB
  74. 6. Reinforcement Learning with the Q-Network/4.1 FinalBallQLearning.zip.zip 35KB
  75. 6. Reinforcement Learning with the Q-Network/2.1 BallBalanceStarter.zip.zip 33KB
  76. 6. Reinforcement Learning with the Q-Network/5.1 QBirdSolution.zip.zip 31KB
  77. 1. Introduction/6. Machine Learning 101.vtt 28KB
  78. 3. Perceptrons The making of a Neural Network/6.1 SimpleGrapher.zip.zip 28KB
  79. 3. Perceptrons The making of a Neural Network/2.1 Perceptron.xlsx.zip.zip 25KB
  80. 8. Unity's ML-Agents V0.3 [DEPRECATED]/8. An Avoiding ML-Agent Part 1.vtt 22KB
  81. 2. Genetic Algorithms/14. Not So Flappy Birds Part 1.vtt 22KB
  82. 2. Genetic Algorithms/10. Moving GAs with Senses Part 2.vtt 22KB
  83. 8. Unity's ML-Agents V0.3 [DEPRECATED]/15. Goal Seeking Wall Jumping Part 2.vtt 22KB
  84. 5. Neural Networks in Practice/5. Gathering Training Data from the Player Part 1.vtt 21KB
  85. 6. Reinforcement Learning with the Q-Network/3. Training a Neural Network with Q-Learning Part 2.vtt 21KB
  86. 4. Artificial Neural Networks/3. Programming An Artificial Neural Network Part 2.vtt 21KB
  87. 8. Unity's ML-Agents V0.3 [DEPRECATED]/12. Environment Sensing ML-Agent.vtt 21KB
  88. 6. Reinforcement Learning with the Q-Network/2. Training a Neural Network with Q-Learning Part 1.vtt 21KB
  89. 3. Perceptrons The making of a Neural Network/3. Programming and Training a Perceptron.vtt 21KB
  90. 8. Unity's ML-Agents V0.3 [DEPRECATED]/5. Creating an ML-Agent From Scratch Part 1.vtt 21KB
  91. 3. Perceptrons The making of a Neural Network/6. Perceptron Classification.vtt 20KB
  92. 8. Unity's ML-Agents V0.3 [DEPRECATED]/14. Goal Seeking Wall Jumping Part 1.vtt 20KB
  93. 5. Neural Networks in Practice/7. Training with Player Data Part 1.vtt 20KB
  94. 4. Artificial Neural Networks/2. Programming An Artificial Neural Network Part 1.vtt 20KB
  95. 5. Neural Networks in Practice/1. Developing a Neural Network that Plays Pong Part 1.vtt 20KB
  96. 5. Neural Networks in Practice/6. Gathering Training Data from the Player Part 2.vtt 19KB
  97. 2. Genetic Algorithms/12. Maze Walking Challenge.vtt 19KB
  98. 2. Genetic Algorithms/3. Camouflage Training with Genetic Algorithms Part 2.vtt 19KB
  99. 2. Genetic Algorithms/6. Coding Movement with Genes Part 2.vtt 19KB
  100. 2. Genetic Algorithms/2. Camouflage Training with Genetic Algorithms Part 1.vtt 19KB
  101. 9. Unity's M-Agents V0.2 [DEPRECIATED]/5. An Overview of ML-Agents.vtt 18KB
  102. 2. Genetic Algorithms/5. Coding Movement with Genes Part 1.vtt 18KB
  103. 5. Neural Networks in Practice/9. Training with Player Data Part 2.vtt 18KB
  104. 8. Unity's ML-Agents V0.3 [DEPRECATED]/9. An Avoiding ML-Agent Part 2.vtt 18KB
  105. 2. Genetic Algorithms/9. Moving GAs with Senses Part 1.vtt 18KB
  106. 2. Genetic Algorithms/2.1 CamoGATraining.zip.zip 17KB
  107. 9. Unity's M-Agents V0.2 [DEPRECIATED]/3. Setting up TensorFlow - Windows.html 17KB
  108. 5. Neural Networks in Practice/10. Training with Player Data Part 3.vtt 17KB
  109. 2. Genetic Algorithms/15. Not So Flappy Birds Part 2.vtt 17KB
  110. 5. Neural Networks in Practice/2. Developing a Neural Network that Plays Pong Part 2.vtt 17KB
  111. 6. Reinforcement Learning with the Q-Network/1. Reinforcement Learning and Q-Networks.vtt 17KB
  112. 3. Perceptrons The making of a Neural Network/7. Perceptron Learning from Experience.vtt 17KB
  113. 4. Artificial Neural Networks/5. ANN FAQs.vtt 16KB
  114. 8. Unity's ML-Agents V0.3 [DEPRECATED]/6. Creating an ML-Agent From Scratch Part 2.vtt 15KB
  115. 8. Unity's ML-Agents V0.3 [DEPRECATED]/2. Training Your First ML-Agent V0.3.vtt 15KB
  116. 4. Artificial Neural Networks/6. Working with Activation Functions.vtt 14KB
  117. 8. Unity's ML-Agents V0.3 [DEPRECATED]/11. Top 10 Tips for Neural Network Best Practice.vtt 14KB
  118. 2. Genetic Algorithms/11. Moving GAs with Senses Part 3.vtt 14KB
  119. 10. A Final Word/2. Where to Now.vtt 13KB
  120. 2. Genetic Algorithms/13. Maze Walking Challenge Solution Part 2.vtt 13KB
  121. 6. Reinforcement Learning with the Q-Network/4. Training a Neural Network with Q-Learning Part 3.vtt 12KB
  122. 6. Reinforcement Learning with the Q-Network/5. Challenge.vtt 12KB
  123. 3. Perceptrons The making of a Neural Network/1. The Perceptron.vtt 11KB
  124. 8. Unity's ML-Agents V0.3 [DEPRECATED]/7. ML-Agents Cheat Sheet.html 8KB
  125. 4. Artificial Neural Networks/4. Programming An Artificial Neural Network Part 3.vtt 8KB
  126. 3. Perceptrons The making of a Neural Network/8. Saving & Loading Perceptron Values.vtt 7KB
  127. 2. Genetic Algorithms/1. DNA Inspired Data Structures.vtt 6KB
  128. 1. Introduction/3. What is Learning.vtt 6KB
  129. 2. Genetic Algorithms/7.1 DistanceChallengeSolutionv2.zip.zip 6KB
  130. 9. Unity's M-Agents V0.2 [DEPRECIATED]/4. Setting up TensorFlow - Mac.html 5KB
  131. 5. Neural Networks in Practice/3. Developing a Neural Network that Plays Pong Part 3.vtt 5KB
  132. 9. Unity's M-Agents V0.2 [DEPRECIATED]/2.1 PPO.ipynb.zip.zip 5KB
  133. 8. Unity's ML-Agents V0.3 [DEPRECATED]/3.1 MLAgentCodeDiff.zip.zip 5KB
  134. 4. Artificial Neural Networks/3.1 ANNComplete.zip.zip 5KB
  135. 2. Genetic Algorithms/6.1 SingleGeneV2.zip.zip 4KB
  136. 8. Unity's ML-Agents V0.3 [DEPRECATED]/3. Migrating from V0.2 to V0.3.html 4KB
  137. 4. Artificial Neural Networks/1. Introduction to Neural Networks.vtt 4KB
  138. 9. Unity's M-Agents V0.2 [DEPRECIATED]/2. Setting up TensorFlow - Starter Files.html 3KB
  139. 2. Genetic Algorithms/4. Camouflage Challenge.vtt 3KB
  140. 5. Neural Networks in Practice/3.1 PongFinal.zip.zip 3KB
  141. 5. Neural Networks in Practice/8. A Note to the Astute.html 3KB
  142. 2. Genetic Algorithms/3.1 CamoV2.zip.zip 3KB
  143. 1. Introduction/1. Introduction.vtt 3KB
  144. 8. Unity's ML-Agents V0.3 [DEPRECATED]/1. Setup.html 3KB
  145. 3. Perceptrons The making of a Neural Network/7.2 FinalEthanDodge.zip.zip 2KB
  146. 2. Genetic Algorithms/4.1 CamoChallenge.zip.zip 2KB
  147. 10. A Final Word/1. Thank you.vtt 2KB
  148. 3. Perceptrons The making of a Neural Network/8.1 PerceptronSaving.zip.zip 2KB
  149. 8. Unity's ML-Agents V0.3 [DEPRECATED]/4. ML-Agent's FAQ.html 2KB
  150. 8. Unity's ML-Agents V0.3 [DEPRECATED]/8.1 CatAgent2DForV0.3.cs.zip.zip 2KB
  151. 3. Perceptrons The making of a Neural Network/6.2 PerceptronClassify.zip.zip 1KB
  152. 1. Introduction/2. Getting in Contact.vtt 1KB
  153. 2. Genetic Algorithms/8. Note Unity Versions Might Mess Up Package Imports.html 1KB
  154. 3. Perceptrons The making of a Neural Network/3.1 Perceptron.cs.zip.zip 1KB
  155. 2. Genetic Algorithms/7. Distance Challenge.vtt 1KB
  156. 7. ML-Agents/1. Read This First.html 1KB
  157. 4. Artificial Neural Networks/8. Extra Readings.html 1KB
  158. 6. Reinforcement Learning with the Q-Network/6. Extra Readings.html 942B
  159. 1. Introduction/4. How to Study This Course.html 902B
  160. 8. Unity's ML-Agents V0.3 [DEPRECATED]/16. Extra Readings.html 891B
  161. 3. Perceptrons The making of a Neural Network/2. Challenge.html 800B
  162. 4. Artificial Neural Networks/7.1 AFSolution.cs.zip.zip 795B
  163. 2. Genetic Algorithms/16. Extra Readings.html 779B
  164. 8. Unity's ML-Agents V0.3 [DEPRECATED]/10. Challenge.html 628B
  165. 5. Neural Networks in Practice/1.1 MoveBall.zip.zip 593B
  166. 5. Neural Networks in Practice/7.1 trainingData.txt.txt 497B
  167. 5. Neural Networks in Practice/4. Challenge.html 481B
  168. 3. Perceptrons The making of a Neural Network/5. Exercise 2.html 425B
  169. 4. Artificial Neural Networks/7. Challenge.html 359B
  170. 9. Unity's M-Agents V0.2 [DEPRECIATED]/1. About This Section.html 217B
  171. 1. Introduction/5. FAQs.html 173B
  172. 3. Perceptrons The making of a Neural Network/4. Exercise 1.html 172B
  173. 8. Unity's ML-Agents V0.3 [DEPRECATED]/13. Rewards.html 131B
  174. [FreeCourseLab.com].url 126B