posting-20-00
分类: 工具与效率 | 上传者: 
在 Chrome 中打开 https://x.com/kimmonismus。
更新日志: Source: GitHub https://github.com/justxor/MachineLearningRoadmap
目录结构
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📁 claude-code/
- 📄 01-setup.md 3.8 KB
- 📄 02-claude-md.md 4.9 KB
- 📄 03-commands-modes.md 4.4 KB
- 📄 04-permissions.md 4.8 KB
- 📄 05-codebase-navigation.md 4.5 KB
- 📄 README.md 4.2 KB
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📁 math-for-ml/
- 📄 01-vectors.md 6.9 KB
- 📄 02-matrices.md 7.2 KB
- 📄 03-eigen-svd.md 7.8 KB
- 📄 04-derivatives.md 6.8 KB
- 📄 05-chain-rule.md 6.8 KB
- 📄 06-matrix-calculus.md 6.6 KB
- 📄 07-probability.md 7.1 KB
- 📄 08-distributions.md 6.3 KB
- 📄 09-mle-map.md 7.0 KB
- 📄 10-optimization.md 6.9 KB
- 📄 11-information-theory.md 4.1 KB
- 📄 12-transformer-math.md 9.1 KB
- 📄 README.md 9.1 KB
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📁 neural-networks/
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📁 capstones/
- 📄 01-image-classifier.md 6.7 KB
- 📄 02-mini-gpt.md 7.5 KB
- 📄 03-rag-assistant.md 9.3 KB
- 📄 README.md 3.1 KB
- 📄 01-perceptron.md 6.6 KB
- 📄 02-mlp-backprop.md 6.9 KB
- 📄 03-activations-init.md 8.0 KB
- 📄 04-regularization.md 7.8 KB
- 📄 05-optimizers.md 8.2 KB
- 📄 06-cnn.md 8.2 KB
- 📄 07-rnn-lstm.md 8.5 KB
- 📄 08-attention.md 7.8 KB
- 📄 09-transformer.md 9.9 KB
- 📄 10-embeddings-tokenization.md 9.8 KB
- 📄 11-finetuning.md 9.5 KB
- 📄 12-production.md 11.0 KB
- 📄 13-vision-transformers.md 9.9 KB
- 📄 14-diffusion.md 9.3 KB
- 📄 15-rlhf-dpo.md 10.1 KB
- 📄 16-gnn.md 9.4 KB
- 📄 17-self-supervised.md 9.5 KB
- 📄 18-distributed-training.md 11.3 KB
- 📄 cheatsheet.md 9.0 KB
- 📄 README.md 7.5 KB
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- 📄 README.md 228.1 KB
- 📄 SKILL.md 1.6 KB
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