Pytorch code templates for some basic natural language processing tasks.
Experience is the mother of wisdom!
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Reinforcement Learning
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Generative Adversarial Network
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Variational Auto-Encoder
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RNN based Model
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CNN Based Model
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Transformer Based Model
- transformer
- bert
- Sentiment Analysis
- Relation Extraction
- Computer Vision
- Metrics
- Processing scripts
- Implementation skills
- word_net
- Label Smoothing
- Attention visualization
- Multi-GPU training
- Draw