Haobin Tan
Haobin Tan
๐ Posts
๐ค AI
Machine Learning
Deep Learning
Computer Vision
Natural Language Processing
PyTorch
๐งโ๐ป Coding
Python
Docker
Linux
Git
๐ป CS
Algorithm
Software Engineering
Project Management
Practical Skills
๐ Notes
GIE
Rechnerstruktur
Telematics
MMWAB
Thesis
Jobs
SI
๐จโ๐ซ Online Courses
AWS ML Engineer Program
๐งพ Rรฉsumรฉ
Light
Dark
Automatic
Overveiw
Search...
/
AI
Overveiw
NN Basics
Perceptron
๐ Activation Functions
๐ Loss Functions
MLP and Backprop
Math: Softmax
Generalization
Generalization: Dropout
๐ Generalization: Data Augmentation
Efficient Training
Optimizers
๐ Batch Normalization
Unsupervised Learning
Auto Encoder
Hopfield Nets
Bolzmann Machine
Restricted Boltzmann Machines
CNN
TDNN
๐ CNN Basics
๐ CNN Intuition and Visualization
CNN History
Computer Vision
Resources
Parallelism
Parallelism and Vectorization
RNN
Recurrent Neural Networks
LSTM
๐ RNN Summary
๐ LSTM Summary
BPTT
RNN Implementation
RNN Resource
Encoder-Decoder
Seq2Seq
๐ Attention
๐ Transformer
Contents
Parallelism
Deep Learning
Parallelism
Cite
×