├── .github └── README.md ├── .gitignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE.md ├── STYLE.md ├── docs ├── .nojekyll ├── 404.html ├── FontAwesome │ ├── css │ │ └── font-awesome.css │ └── fonts │ │ ├── FontAwesome.ttf │ │ ├── fontawesome-webfont.eot │ │ ├── fontawesome-webfont.svg │ │ ├── fontawesome-webfont.ttf │ │ ├── fontawesome-webfont.woff │ │ └── fontawesome-webfont.woff2 ├── ayu-highlight.css ├── book.js ├── clipboard.min.js ├── css │ ├── chrome.css │ ├── general.css │ ├── print.css │ └── variables.css ├── elasticlunr.min.js ├── favicon.png ├── favicon.svg ├── fonts │ ├── OPEN-SANS-LICENSE.txt │ ├── SOURCE-CODE-PRO-LICENSE.txt │ ├── fonts.css │ ├── open-sans-v17-all-charsets-300.woff2 │ ├── open-sans-v17-all-charsets-300italic.woff2 │ ├── open-sans-v17-all-charsets-600.woff2 │ ├── open-sans-v17-all-charsets-600italic.woff2 │ ├── open-sans-v17-all-charsets-700.woff2 │ ├── open-sans-v17-all-charsets-700italic.woff2 │ ├── open-sans-v17-all-charsets-800.woff2 │ ├── open-sans-v17-all-charsets-800italic.woff2 │ ├── open-sans-v17-all-charsets-italic.woff2 │ ├── open-sans-v17-all-charsets-regular.woff2 │ └── source-code-pro-v11-all-charsets-500.woff2 ├── highlight.css ├── highlight.js ├── index.html ├── mark.min.js ├── print.html ├── searcher.js ├── searchindex.js └── tomorrow-night.css ├── zyx-book ├── book.toml └── src │ ├── SUMMARY.md │ ├── advanced-architectures │ ├── gans.md │ ├── graph_neural_networks.md │ ├── mod.md │ ├── multimodal_learning.md │ ├── reinforcement_learning.md │ ├── self_supervised_learning.md │ └── vaes.md │ ├── best-practices │ ├── code_organization.md │ ├── debugging_techniques.md │ ├── documentation.md │ ├── mod.md │ ├── performance_patterns.md │ └── testing_ml.md │ ├── comparison │ ├── choosing_zyx.md │ ├── migration_guides.md │ ├── mod.md │ ├── zyx_vs_jax.md │ ├── zyx_vs_pytorch.md │ └── zyx_vs_tensorflow.md │ ├── computer-vision │ ├── cnns.md │ ├── cv_transfer_learning.md │ ├── image_classification.md │ ├── image_segmentation.md │ ├── mod.md │ └── object_detection.md │ ├── core-features │ ├── autograd.md │ ├── creating_modules.md │ ├── debugging.md │ ├── disk_io.md │ ├── mod.md │ ├── optimizers.md │ └── runtime.md │ ├── error-handling │ ├── debugging_graphs.md │ ├── hardware_error_handling.md │ ├── memory_leak_detection.md │ ├── mod.md │ ├── numerical_stability.md │ └── recovery_strategies.md │ ├── getting-started │ ├── execution_model.md │ ├── first_tensors.md │ ├── library_vs_framework.md │ ├── mod.md │ ├── tensor_ops.md │ └── why_zyx.md │ ├── mathematical-foundations │ ├── calculus_for_ml.md │ ├── linear_algebra_review.md │ ├── mod.md │ ├── optimization_theory.md │ └── probability_statistics.md │ ├── ml-workflows │ ├── cross_validation.md │ ├── data_preprocessing.md │ ├── data_splits.md │ ├── hyperparameter_tuning.md │ ├── mod.md │ └── model_evaluation.md │ ├── neural-networks │ ├── activation_functions.md │ ├── backpropagation.md │ ├── loss_functions.md │ ├── mod.md │ ├── network_design.md │ └── perceptrons.md │ ├── nlp │ ├── attention_mechanisms.md │ ├── lstm_gru.md │ ├── mod.md │ ├── rnns.md │ ├── text_tasks.md │ └── transformers.md │ ├── performance │ ├── graph_optimization.md │ ├── hardware_optimization.md │ ├── memory_optimization.md │ ├── mod.md │ ├── parallel_processing.md │ └── profiling.md │ ├── production │ ├── edge_deployment.md │ ├── mod.md │ ├── model_optimization.md │ ├── model_serving.md │ ├── onnx_integration.md │ └── performance_monitoring.md │ └── technical │ ├── backend_deep_dive.md │ ├── cpu_optimization.md │ ├── cuda_backend.md │ ├── custom_kernels.md │ ├── mod.md │ ├── opencl_backend.md │ └── webgpu_integration.md ├── zyx-derive ├── Cargo.toml ├── README.md └── src │ └── lib.rs ├── zyx-examples ├── Cargo.toml ├── README.md ├── examples │ ├── llama.rs │ ├── mnist.rs │ ├── nanogpt.rs │ ├── phi.rs │ ├── tiny_net.rs │ └── tiny_net2.rs └── src │ └── lib.rs ├── zyx-fuzzy ├── Cargo.toml └── src │ └── main.rs ├── zyx-nn ├── Cargo.toml ├── README.md ├── src │ ├── activation.rs │ ├── batch_norm.rs │ ├── causal_self_attention.rs │ ├── conv2d.rs │ ├── embedding.rs │ ├── group_norm.rs │ ├── gru.rs │ ├── layer_norm.rs │ ├── lib.rs │ ├── linear.rs │ ├── lstm.rs │ ├── multi_head_attention.rs │ ├── positional_encoding.rs │ ├── rms_norm.rs │ ├── rnn.rs │ ├── transformer_decoder_layer.rs │ └── transformer_encoder_layer.rs └── test_attn1.py ├── zyx-onnx ├── Cargo.toml ├── README.md ├── build.rs ├── main.py ├── model.onnx └── src │ ├── eval.rs │ ├── lib.rs │ └── onnx.proto3 ├── zyx-optim ├── Cargo.toml ├── README.md └── src │ ├── adam.rs │ ├── adamw.rs │ ├── lib.rs │ ├── rmsprop.rs │ └── sgd.rs └── zyx ├── ARCHITECTURE.md ├── BACKEND.md ├── CONFIG.md ├── Cargo.lock ├── Cargo.toml ├── ENV_VARS.md ├── INSTALL.md ├── README.md ├── TODO.md ├── deny.toml ├── pyproject.toml ├── rustfmt.toml ├── src ├── autograd.rs ├── backend │ ├── cuda.rs │ ├── disk.rs │ ├── dummy.rs │ ├── hip.rs │ ├── mod.rs │ ├── opencl.rs │ ├── vulkan.rs │ └── wgpu.rs 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Variational Autoencoders 2 | -------------------------------------------------------------------------------- /zyx-book/src/best-practices/code_organization.md: -------------------------------------------------------------------------------- 1 | # Code Organization and Structure 2 | -------------------------------------------------------------------------------- /zyx-book/src/best-practices/debugging_techniques.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zk4x/zyx/HEAD/zyx-book/src/best-practices/debugging_techniques.md -------------------------------------------------------------------------------- /zyx-book/src/best-practices/documentation.md: -------------------------------------------------------------------------------- 1 | # Documentation Practices 2 | -------------------------------------------------------------------------------- /zyx-book/src/best-practices/mod.md: 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