【文件属性】：
文件名称：李宏毅老师深度学习PPT
文件大小：670.84MB
文件格式：ZIP
更新时间：2020-11-18 22:02:53
李宏毅 深度学习
深度学习课程全套PPT设计各种新技术如元学习，life long learning，强化学习等，适合仔细学习研究。
【文件预览】：
PPT
----Unsupervised Learning-Deep Generation model.pptx(22.35MB)
----GAN_8.pptx(35.63MB)
----GAN_2.pptx(10.11MB)
----Logistic Regression (v4).pptx(1.67MB)
----Research trends of deep reinforcement learning.pdf(4.61MB)
----SeqToSeq1.pdf(2.79MB)
----RL Advanced_Proximal Policy Optimization.pptx(31.72MB)
----BERT (v3).pptx(7.5MB)
----GAN_6.pptx(74.65MB)
----GNN.pdf(30.62MB)
----GAN.pdf(4.7MB)
----Meta_learning_and_more.pdf(52.54MB)
----Regression.pptx(2.56MB)
----Meta Learning_1.pptx(3.34MB)
----Lifelong Learning (v9).pptx(2.58MB)
----GAN _1(v2).pptx(5.83MB)
----Backpropagation.pptx(523KB)
----GAN_3.pptx(5.7MB)
----Unsupervised Learning-Word Embedding.pdf(1.39MB)
----Adversarial Attack.pdf(1.96MB)
----Attack (v8).pptx(31MB)
----GAN_5.pptx(1.67MB)
----Anomaly Detection.pdf(2.35MB)
----Anomaly Detection (v9) (1).pptx(55.21MB)
----MoreLL.pdf(2.4MB)
----GAN_10.pptx(1.53MB)
----CNN.pptx(5.35MB)
----RL Advanced_Sparse Reward.pptx(30.54MB)
----Unsupervised Learning-Neighbor Embedding.pptx(2.38MB)
----Unsupervised Learning-Linear Methods.pptx(4.37MB)
----GAN_4.pptx(2.19MB)
----Explainable AI.pdf(5.58MB)
----GAN_9.pptx(6.89MB)
----Meta Learning_2.pptx(3.76MB)
----Network Compression.pptx(3.76MB)
----Explainable ML.pptx(10.12MB)
----RL Advanced_Actor-Critic.pdf(798KB)
----RL Advanced_QLearning (v2).pptx(34.78MB)
----Optimization.pdf(2.55MB)
----semi-supervised.pptx(1.51MB)
----SeqToSeq2.pdf(738KB)
----TransferLearning.pptx(6.75MB)
----Deep Reinforcemen Learning.pptx(5.38MB)
----Self-Supervised Learning.pdf(3.22MB)
----Basic Concept.pptx(1.17MB)
----Classification (v2).pptx(2.04MB)
----New Architecture.pdf(3.98MB)
----RNN.pptx(5.98MB)
----More about Auto-Encoder.pptx(6.23MB)
----ML 108-2 Domain Adaptation.pdf(65.28MB)
----Brief Introduction of DeepLearning.pptx(1.69MB)
----Unsupervised Learning-Auto-encoder.pptx(2.7MB)
----RL Advanced_Imitation Learning.pptx(64.75MB)
----GAN_7.pptx(1.28MB)
----Gradient Descent.pptx(1.65MB)
----Tips for Training DNN.pptx(2.14MB)
----Transformer (v5).pptx(12.99MB)