mirror of
https://github.com/ruvnet/RuVector.git
synced 2026-05-24 13:54:31 +00:00
1cc09933eb
This commit addresses GitHub issue #17 by implementing comprehensive forgetting mitigation for continual learning in the GNN module. ## New Features ### Optimizer Implementation (training.rs) - Full Adam optimizer with bias-corrected first and second moments - SGD with momentum support - Lazy initialization of state buffers for efficiency ### Replay Buffer (replay.rs) - Experience replay with reservoir sampling for uniform distribution - Distribution shift detection with statistical tracking - Configurable capacity and batch sampling ### Elastic Weight Consolidation (ewc.rs) - Fisher information diagonal computation - Anchor weight consolidation for task boundaries - EWC penalty and gradient computation ### Learning Rate Scheduling (scheduler.rs) - Constant, StepDecay, Exponential schedulers - CosineAnnealing with warm restarts - WarmupLinear for pre-training warmup - ReduceOnPlateau for adaptive learning ## Deployment Infrastructure ### GitHub Actions Release Pipeline (.github/workflows/release.yml) - 8-stage CI/CD pipeline for complete releases - Validates, builds crates, WASM, and native modules - Publishes to crates.io and npmjs.com - Creates GitHub releases with artifacts ### Deployment Script (scripts/deploy.sh) - Comprehensive deployment orchestration - Version synchronization across Cargo.toml and package.json - Dry-run mode for testing - Cross-platform native builds support ## Test Coverage - 177 tests passing in ruvector-gnn - Comprehensive tests for all new modules - Convergence tests for optimizers 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
46 lines
1.5 KiB
JSON
46 lines
1.5 KiB
JSON
{
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"name": "@ruvector/wasm",
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"version": "0.1.2",
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"description": "High-performance Rust vector database for browsers via WASM",
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"main": "pkg/ruvector_wasm.js",
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"types": "pkg/ruvector_wasm.d.ts",
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"files": [
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"pkg",
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"src/worker.js",
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"src/worker-pool.js",
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"src/indexeddb.js"
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],
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"scripts": {
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"build": "npm run build:web && npm run build:simd && npm run build:bundler",
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"build:web": "wasm-pack build --target web --out-dir pkg --release",
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"build:simd": "wasm-pack build --target web --out-dir pkg-simd --release -- --features simd",
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"build:node": "wasm-pack build --target nodejs --out-dir pkg-node --release",
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"build:bundler": "wasm-pack build --target bundler --out-dir pkg-bundler --release",
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"build:all": "npm run build && npm run build:node && npm run build:bundler",
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"test": "wasm-pack test --headless --chrome",
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"test:firefox": "wasm-pack test --headless --firefox",
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"test:node": "wasm-pack test --node",
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"size": "npm run build && gzip -c pkg/ruvector_wasm_bg.wasm | wc -c && echo 'bytes (gzipped)'",
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"optimize": "npm run build && wasm-opt -Oz pkg/ruvector_wasm_bg.wasm -o pkg/ruvector_wasm_bg.wasm",
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"serve": "python3 -m http.server 8080"
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},
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"keywords": [
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"vector",
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"database",
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"embeddings",
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"wasm",
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"browser",
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"rust",
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"simd",
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"web-workers",
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"indexeddb"
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],
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"license": "MIT",
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"repository": {
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"type": "git",
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"url": "https://github.com/ruvnet/ruvector.git"
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},
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"devDependencies": {
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"wasm-pack": "^0.12.1"
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}
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}
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