artificial-intelligence-projects
Introduction
dlib -- Deep Metric Learning
face recognition workflow
face detection
deep metric learning
question-answering system
models of qa-system
workflow of qa-system
face recognition
implementation plan
experiment log
model parallel softmax
implementation detail
MXNet study
other projects
screws
screw detection
machine learning basics
machine learning basics
a few useful things to know
loss functions
regularization
numerical computing
support vector machine
machine learning frameworks
MXNet
notes ideas and thoughts
ResNet
Faster-RCNN
Batch Normalization
survey
machine learning
deep learning on image
natural language processing
question answering system
variable types
paper reading
classification and identification
detection segmentation etc.
adversarial examples
machine learning roadmap
representation
optimization
problem formulation, strategy
engineering topics
system workflow
tasks
Internet footprints
email exchange dKing
AI product manager
TODOs
read papers
projects, coding, engineering
Miscellaneous
traditional and simplified Chinese conversion
test LaTeX
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optimization
Optimizers
SGD
Adam
Adaptive Adam (Best of both SGD and Adam?)
Initialization
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