Yekun's Note
Machine learning notes and writeup.
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71 categories in total
Algorithms
4
Bloom filter
1
LeetCode
2
Dynamic Programming
1
Random
1
Sorting
1
Diffusion Models
1
ML
1
Graph Neural Networks
1
LLM
3
Pre-training
1
Scaling
1
Tokenization
1
LMM
1
Tokenization
1
Latex
1
ML
5
Active learning
1
Clustering
1
Data augmentation
1
Ensemble learning
1
Mathematics
1
Probability theory
1
NLP
15
Attention
1
Conditional LM
1
Decoding
1
Language model
2
BERT
1
Machine Reading Comprehension
1
NER
1
NLG
2
GAN
1
NLG Evaluation
1
OOV
1
Sequence labeling
3
NER
2
POS tagging
1
Text classification
1
NN
11
CNNs
1
Capsule
1
NN tricks
2
Normalization
1
Relation
1
Transformer
1
Pre-training
1
LLM
1
Distributed Training
1
Programming practical
2
Numerical computation
1
PyTorch
1
RL
10
DRL
2
DQN
1
Policy Gradient
1
Lecture
5
MDP
1
SpinningUp
2
Shell
2
Tensorflow
1
Toolkit
1
Transformer
1
Unsupervised learning
4
GAN
1
Likelihood-based models
2
Autoregressive models
1
Flow models
1
VAE
1
Vision & Language
1
Image Captioning
1
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