gihyeon
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  • Joined on 2026-03-01
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gihyeon pushed to main at gihyeon/cointrader 2026-03-03 00:57:24 +09:00
6fe2158511 feat: enhance precision optimization in model training
gihyeon pushed to main at gihyeon/cointrader 2026-03-03 00:21:46 +09:00
3613e3bf18 feat: update active LGBM parameters and training log with new metrics
gihyeon pushed to main at gihyeon/cointrader 2026-03-03 00:13:45 +09:00
fce4d536ea feat: implement HOLD negative sampling and stratified undersampling in ML pipeline
74966590b5 feat: apply stratified undersampling to hyperparameter tuning
6cd54b46d9 feat: apply stratified undersampling to training pipeline
0af138d8ee feat: add stratified_undersample helper function
b7ad358a0a fix: make HOLD negative sampling tests non-vacuous
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gihyeon pushed to main at gihyeon/cointrader 2026-03-02 20:01:22 +09:00
99fa508db7 feat: add CLAUDE.md and settings.json for project documentation and plugin configuration
eeb5e9d877 feat: add ADX filter to block sideways market entries
c8a2c36bfb feat: add ADX calculation to indicators
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gihyeon pushed to main at gihyeon/cointrader 2026-03-02 18:24:42 +09:00
b8b99da207 feat: update training log and enhance ML filter functionality
gihyeon pushed to main at gihyeon/cointrader 2026-03-02 18:02:09 +09:00
77590accf2 feat: add architecture documentation for CoinTrader
gihyeon pushed to main at gihyeon/cointrader 2026-03-02 16:43:50 +09:00
a8cba2cb4c docs: enhance README with detailed listenKey auto-renewal process and error handling
gihyeon pushed to main at gihyeon/cointrader 2026-03-02 16:33:13 +09:00
52affb5532 feat: implement User Data Stream for real-time TP/SL detection and PnL tracking
05ae88dc61 fix: remove manual listenKey mgmt, add symbol filter, fix reenter race condition
6237efe4d3 docs: update README with User Data Stream TP/SL detection feature
4e8e61b5cf fix: guard against None current_trade_side in _calc_estimated_pnl
4ffee0ae8b feat: run UserDataStream in parallel with candle stream
Compare 12 commits »
gihyeon pushed to main at gihyeon/cointrader 2026-03-02 15:03:38 +09:00
dcdaf9f90a chore: update active LGBM parameters and add new training log entry
6d82febab7 feat: implement Active Config pattern for automatic param promotion
d5f8ed4789 feat: update default LightGBM params to Optuna best (trial #46, AUC=0.6002)
ce02f1335c feat: add run_optuna.sh wrapper script for Optuna tuning
4afc7506d7 feat: connect Optuna tuning results to train_model.py via --tuned-params
Compare 7 commits »
gihyeon pushed to main at gihyeon/cointrader 2026-03-02 14:16:12 +09:00
4c09d63505 feat: implement upsert functionality in fetch_history.py to accumulate OI/funding data
0fca14a1c2 feat: auto-detect first run in train_and_deploy.sh (365d full vs 35d upsert)
2f5227222b docs: add initial data setup instructions and OI accumulation strategy
10b1ecd273 feat: fetch 35 days for daily upsert instead of overwriting 365 days
016b13a8f1 fix: fill NaN in oi_change/funding_rate after concat when columns missing in existing parquet
Compare 12 commits »
gihyeon pushed to main at gihyeon/cointrader 2026-03-02 13:24:30 +09:00
7a1abc7b72 chore: update python-binance dependency and improve error handling in BinanceFuturesClient
gihyeon pushed to main at gihyeon/cointrader 2026-03-02 02:15:53 +09:00
de2a402bc1 feat: enhance cancel_all_orders method to include Algo order cancellation
gihyeon pushed to main at gihyeon/cointrader 2026-03-02 02:03:54 +09:00
684c8a32b9 feat: add Algo Order API support and update ML feature handling
gihyeon pushed to main at gihyeon/cointrader 2026-03-02 01:51:57 +09:00
c89374410e feat: enhance trading bot functionality and documentation
gihyeon pushed to main at gihyeon/cointrader 2026-03-02 01:34:39 +09:00
9ec78d76bd feat: implement immediate re-entry after closing position on reverse signal
gihyeon pushed to main at gihyeon/cointrader 2026-03-02 01:08:17 +09:00
725a4349ee chore: Update MLXFilter model deployment and logging with new training results and ONNX file management
gihyeon pushed to main at gihyeon/cointrader 2026-03-02 01:01:04 +09:00
5e6cdcc358 fix: _on_candle_closed async 콜백 구조 수정 — asyncio.create_task 제거
gihyeon pushed to main at gihyeon/cointrader 2026-03-02 00:47:21 +09:00
361b0f4e00 fix: Update TradingBot signal processing to handle NaN values and improve MLFilter ONNX session configuration
gihyeon pushed to main at gihyeon/cointrader 2026-03-02 00:41:37 +09:00
031adac977 chore: .gitignore에 .DS_Store 추가 및 MLXFilter 훈련 로그 업데이트
747ab45bb0 fix: test_reload_model 단언을 실제 동작(파일 없으면 폴백 상태)에 맞게 수정
6fa6e854ca fix: test_reload_model _model → _lgbm_model 주입 방식으로 수정
518f1846b8 fix: 기존 테스트를 현재 코드 구조에 맞게 수정 — MLFilter API, FEATURE_COLS 수, 버퍼 최솟값 반영
3bfd1ca5a3 fix: test_mlx_filter _make_X를 FEATURE_COLS 기반으로 수정 — 피처 확장 후 input_dim 불일치 해소
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gihyeon pushed to main at gihyeon/cointrader 2026-03-01 23:57:33 +09:00
9cac8a4afd Merge pull request 'feat: OI nan 마스킹 / epsilon 통일 / 정밀도 우선 임계값' (#1) from feature/oi-nan-epsilon-precision-threshold into main
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
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