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Lihongyi machine learning 2020 homework summary
2022-06-30 14:37:00 【Fish in the waves】
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Li hongyi machine learning code
| Serial number | The theme | completion |
|---|---|---|
| Homework one | Linear Regression | |
| Homework two | Classification | |
| Homework three | CNN | |
| Homework four | RNN | |
| Homework five | Explainable AI | |
| Homework six | Adversarial Attack | |
| Homework seven | Network Compression | |
| Homework eight | Seq2Seq | |
| Assignment nine | Unsupervised Learning | |
| Assignment 10 | Anomaly Detection | |
| Homework 11 | GAN | |
| Homework 12 | Transfer Learning | |
| Assignment 13 | Meta Learning | |
| Assignment 14 | Life-long Learning | |
| Homework 15 | Reinforce Learning |
Li Hongyi machine learning notes
| Serial number | The theme | completion |
|---|---|---|
| Homework one | Linear Regression | |
| Homework two | Classification | |
| Homework three | CNN | |
| Homework four | RNN | |
| Homework five | Explainable AI | |
| Homework six | Adversarial Attack | |
| Homework seven | Network Compression | |
| Homework eight | Seq2Seq | |
| Assignment nine | Unsupervised Learning | |
| Assignment 10 | Anomaly Detection | |
| Homework 11 | GAN | |
| Homework 12 | Transfer Learning | |
| Assignment 13 | Meta Learning | |
| Assignment 14 | Life-long Learning | |
| Homework 15 | Reinforce Learning |
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