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9b85b9efd596ed8a69a22dbfaaa01446cac577c3
foxhunt/crates/ml/src
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jgrusewski 9b85b9efd5 feat(ml): add Pushgateway metrics client for training jobs 
Training jobs are short-lived K8s Jobs that can't be reliably scraped
by Prometheus. This adds a TrainingMetricsPusher that pushes epoch-level
metrics (loss, accuracy, throughput, gradient health, checkpoints) to
the Pushgateway so they persist for Prometheus to scrape.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-01 02:36:05 +01:00
..
asset_selection
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
backtesting
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
benchmark
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
checkpoint
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
common
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
config
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
cuda_common
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
cuda_pipeline
fix(cuda): add missing gpu_portfolio.rs and experience_kernels.cu files
2026-02-28 14:41:54 +01:00
data_loaders
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
data_pipeline
refactor: delete 22 dead examples, 4 CSVs, consolidate data to test_data/
2026-02-26 01:24:02 +01:00
data_validation
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
deployment
fix: repair broken use statement in ml/deployment/endpoints.rs
2026-03-01 00:55:51 +01:00
diffusion
fix(ml,ci): zero-dim guards on all 10 models, eliminate warnings, unblock CI parallelism
2026-02-26 17:38:43 +01:00
dqn
fix(cuda): enable GPU experience collection for regime-conditional DQN
2026-02-28 17:01:01 +01:00
ensemble
refactor: delete adaptive-strategy crate, port ConfidenceAggregator to ml
2026-02-27 02:00:24 +01:00
evaluation
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
features
perf(ci): compile once with PVC sccache, package with Kaniko
2026-02-26 00:50:25 +01:00
flash_attention
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
gpu
refactor(ml): remove legacy base_model_memory_mb from BatchSizeConfig
2026-02-28 20:58:04 +01:00
gpu_benchmarks
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
hyperopt
feat(hyperopt): auto-scale PSO particles to GPU capacity
2026-02-28 22:12:11 +01:00
integration
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
kan
chore: clean up examples, update ML binaries and risk tests
2026-02-27 01:33:18 +01:00
labeling
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
liquid
fix(ml,ci): zero-dim guards on all 10 models, eliminate warnings, unblock CI parallelism
2026-02-26 17:38:43 +01:00
mamba
fix(ml,ci): zero-dim guards on all 10 models, eliminate warnings, unblock CI parallelism
2026-02-26 17:38:43 +01:00
memory_optimization
refactor(ml): remove legacy base_model_memory_mb from BatchSizeConfig
2026-02-28 20:58:04 +01:00
metrics
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
microstructure
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
model_registry
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
observability
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
optimizers
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
paper_trading
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
ppo
fix(stubs): implement 15 production stubs, fix routing, delete placeholders
2026-02-28 23:47:31 +01:00
regime
fix(stubs): implement 15 production stubs, fix routing, delete placeholders
2026-02-28 23:47:31 +01:00
registry
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
risk
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
safety
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
security
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
stress_testing
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
tests
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
tft
chore: clean up examples, update ML binaries and risk tests
2026-02-27 01:33:18 +01:00
tgnn
fix(ml,ci): zero-dim guards on all 10 models, eliminate warnings, unblock CI parallelism
2026-02-26 17:38:43 +01:00
tlob
fix(ml,ci): zero-dim guards on all 10 models, eliminate warnings, unblock CI parallelism
2026-02-26 17:38:43 +01:00
trainers
refactor(ml): remove legacy base_model_memory_mb from BatchSizeConfig
2026-02-28 20:58:04 +01:00
training
feat(ml): add Pushgateway metrics client for training jobs
2026-03-01 02:36:05 +01:00
transformers
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
types
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
universe
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
validation
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
xlstm
fix(ml,ci): zero-dim guards on all 10 models, eliminate warnings, unblock CI parallelism
2026-02-26 17:38:43 +01:00
.gitignore
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
batch_processing.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
benchmarks.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
bridge.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
cuda_compat.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
error.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
examples.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
feature_cache.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
gradient_accumulation.rs
fix(ml): implement actual gradient clipping in PPO (was warn-only)
2026-02-27 10:03:42 +01:00
gradient_utils.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
inference_validator.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
inference.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
lib.rs
feat(ml): add cuda_pipeline module with GPU data pre-upload for DQN/PPO
2026-02-28 02:45:48 +01:00
model_factory.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
model_loader_integration.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
model_registry.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
model.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
performance.rs
fix(ml): ignore perf benchmark tests in debug builds
2026-02-26 18:09:01 +01:00
portfolio_transformer.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
preprocessing.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
real_data_loader.rs
fix(gpu): wire PPO GPU experience collection, fix debug log levels, increase hyperopt deadline
2026-02-28 19:58:16 +01:00
regime_detection.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
tensor_ops.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
training_pipeline.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
training.rs
feat(ml): add Pushgateway metrics client for training jobs
2026-03-01 02:36:05 +01:00
traits.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
walk_forward.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00