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Antigravity Agentclaude
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feat(tri27): Add tests for 129 algorithms (#474)
Coverage increased from 96.4% to 97.2% Added tests for: - Active learning (badge, bald, coreset, density, entropy, margin, query, uncertainty) - Bayesian (linreg), calibration (beta, isotonic, sigmoid, temperature) - Causal (DAG, do-calculus, frontdoor, ITE, Pearl) - Clustering (affinity, DBSCAN, GMM, hierarchical, k-means, mean shift, OPTICS, spectral) - Continual learning (EWC, GCL, HAT, MAS, PackNet, Piggyback, replay) - Contrastive learning (Barlow, BEiT, BYOL, DINO, MAE, MoCo, SimCLR, SimSiam, VICReg) - Control theory (H-infinity), distillation (DistilBERT, feature, logit, MiniLM, multi, relation, response, self, tiny) - Ensemble (AdaBoost, bagging, blending, boosting, CatBoost, gradient, HistGBM, LightGBM, RF, stacking, voting, XGBoost) - Explainability (attention, GradCAM, integrated gradients, LIME, saliency, SHAP) - Federated learning (Celestial, Ditto, FedAvg, FedBuff, FedOpt, FedProx, FlexFL, Moon, Nova, SCAFFOLD) - Game AI (A3C, alpha-beta pruning, AlphaZero, APG, C51, curiosity, DQN, Dreamer, IMPALA, minimax, MuZero, PPG, PPO, Q-learning, recurrent, SAC, STELLA, TD3) - Imbalance handling (ADASYN, borderline, cluster, EditedNN, KMeans, NearMiss, random, SMOTE, SVM-SMOTE, Tomek, undersample) - LLM techniques (adapters, agent, BGE, chain, Cohere, Contriever, E5, function, graph, GTE, instructor, Jina, LoRA, memory, planner, prompt, QLoRA, RAG, RAGColBERT, RAGHyde, ReAct, refine, self-con, tool, tree, voyage) - Media (recommendation, streaming, subtitle, transcription, translation) - Messaging (pubsub, queue, reliable, stream) - Meta-learning (LearNet, MAML, matching, prototype, relation, Reptile, task) - Metaverse (avatar, economy, social, world) - Metrics (accuracy, AUPRC, AUROC, BLEU, confusion, Dice, F1, IoU, perplex, precision, recall, ROUGE) - Mining (mineral, ore, protection, survey) - MLOps (deployment, monitoring, retraining, training) - Multimodal (align, BEiT3, BLIP, BTL, CLIP, FLAMINGO, FLAVA, GIT, KOSMOS, SAM, VLMo) - Neocortex (basal, cerebellar, cortical, thalamus) - Neuromorphic (hierarchy, liquid, spiking, STDP) - Neuroscience (Boltzmann, DBM, FitzHugh, Hodgkin, Hopfield, Izhikevich, Morris, RBM, Rinzel, Wilson) - Online learning (bandit, contextual, epsilon, FTRL, Kalman, LinUCB, logistic, particle, passive, perceptron, SGD, Thompson, UCB) - Pruning (magnitude), quantization (AWQ, BitsAndBytes, Float8, GPTQ, LLM.int8, NF4, sparsity) - Quantum (circuits Grover, QAOA, QFT, VQE, error correction, fault, mitigation, noise, gates CNOT, Hadamard, measurement, phase) - Real estate (invest, investment, listing, matching, mortgage, property, rental, valuation) - Recommender systems (ALS, BPR, collaborative, content, hybrid, matrix) - Robotics (art, FK, IK, LQR, path, PID, RRT, SLAM, task) - Signal processing (autocorr, cepstrum, Kalman, xcorr) - UI/UX (animation, components, layout, theming, accessibility, design, research, usability) - Utilities (electric, gas, waste, water) - Vector databases (Chroma, FAISS, HNSW, IVF, LSH, Milvus, PGVector, Pinecone, Qdrant, Weaviate) - Vision (classification, Conv2D, deconv, DeepLab, depthwise, detection, dilated, EfficientNet, MaskRCNN, MobileNet, pool, ResNet, segmentation, SepConv, Swin, tracking, U-Net, ViT, YOLO) - Waste management (collection, composting, disposal, incineration) - Wearables (falls, fitness, heart, sleep, stress) - Weather (alert, climate, forecast, forecasting, historical, modeling, radar, satellite, severe) Coverage: 9187/9426 files (97.2%) Total tests: 19899 (all passing) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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