gihyeon
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gihyeon merged pull request gihyeon/cointrader#1 2026-03-01 23:57:32 +09:00
feat: OI nan 마스킹 / epsilon 통일 / 정밀도 우선 임계값
gihyeon created pull request gihyeon/cointrader#1 2026-03-01 23:57:02 +09:00
feat: OI nan 마스킹 / epsilon 통일 / 정밀도 우선 임계값
0f6a22fcb5 feat: MLX 임계값 탐색을 정밀도 우선(recall>=0.15 조건부)으로 변경
aa413f4d7c feat: LightGBM 임계값 탐색을 정밀도 우선(recall>=0.15 조건부)으로 변경
6ae0f9d81b fix: MLXFilter fit/predict에 nan-safe 정규화 적용 (nanmean + nan_to_num)
820d8e0213 refactor: 분모 연산을 1e-8 epsilon 패턴으로 통일
417b8e3c6a feat: OI/펀딩비 결측 구간을 np.nan으로 마스킹 (0.0 → nan)
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gihyeon created branch feature/oi-nan-epsilon-precision-threshold in gihyeon/cointrader 2026-03-01 23:50:47 +09:00
gihyeon pushed to main at gihyeon/cointrader 2026-03-01 23:50:38 +09:00
3b7ee3e890 chore: .worktrees/ gitignore에 추가
gihyeon pushed to main at gihyeon/cointrader 2026-03-01 22:25:41 +09:00
24d3ba9411 feat: enhance data fetching and model training with OI and funding rate integration
gihyeon pushed to main at gihyeon/cointrader 2026-03-01 22:16:20 +09:00
4245d7cdbf feat: implement 15-minute timeframe upgrade for model training and data processing
gihyeon pushed to main at gihyeon/cointrader 2026-03-01 22:02:36 +09:00
a6697e7cca feat: implement LightGBM model improvement plan with feature normalization and walk-forward validation
c6428af64e feat: enhance Jenkins pipeline with Discord notifications and model hot-reload functionality
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gihyeon pushed to main at gihyeon/cointrader 2026-03-01 21:43:31 +09:00
d9238afaf9 feat: enhance MLX model training with combined data handling
gihyeon pushed to main at gihyeon/cointrader 2026-03-01 21:25:11 +09:00
db144750a3 feat: enhance model training and deployment scripts with time-weighted sampling
gihyeon pushed to main at gihyeon/cointrader 2026-03-01 20:44:11 +09:00
301457ce57 chore: remove unused risk_per_trade references
ab580b18af feat: apply dynamic margin ratio in bot position sizing
795689ac49 feat: replace risk_per_trade with margin_ratio in calculate_quantity
fe9690698a feat: add get_dynamic_margin_ratio to RiskManager
95abac53a8 feat: add dynamic margin ratio config params
Compare 5 commits »
gihyeon pushed to main at gihyeon/cointrader 2026-03-01 19:51:21 +09:00
ac84fafbd0 feat: update Jenkinsfile for improved CI/CD process
gihyeon pushed to main at gihyeon/cointrader 2026-03-01 19:37:20 +09:00
94d8cb352e docs: update README to include a motivational message for users
gihyeon pushed to main at gihyeon/cointrader 2026-03-01 19:30:21 +09:00
d1af736bfc feat: implement BTC/ETH correlation features for improved model accuracy
gihyeon pushed to main at gihyeon/cointrader 2026-03-01 18:55:29 +09:00
c4062c39d3 feat: add duplicate training log entry for model evaluation
6e73df196c chore: exclude mlx from container requirements (Apple Silicon only)
de933b97cc feat: remove in-container retraining, training is now mac-only
fd96055e73 perf: replace generate_dataset with vectorized version in train_mlx_model
db134c032a perf: replace generate_dataset with vectorized version in train_model
Compare 6 commits »
gihyeon pushed to main at gihyeon/cointrader 2026-03-01 18:30:05 +09:00
8f834a1890 feat: implement training and deployment pipeline for LightGBM model on Mac to LXC
gihyeon pushed to main at gihyeon/cointrader 2026-03-01 17:46:45 +09:00
298d4ad95e feat: enhance train_model.py to dynamically determine CPU count for parallel processing
gihyeon pushed to main at gihyeon/cointrader 2026-03-01 17:42:16 +09:00
b86c88a8d6 feat: add README and enhance scripts for data fetching and model training
gihyeon pushed to main at gihyeon/cointrader 2026-03-01 17:07:22 +09:00
7e4e9315c2 feat: implement ML filter with LightGBM for trading signal validation