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  2. Anyone can experiment with a lightweight yet relatively robust architecture of TCN-Attention for financial market prediction (primarily trend direction and next-bar price estimation). we can sharpen the setup on potential overfitting, validation strategies, and feature engineering. Dataset: 60,000+ rows of 1h OHLCV data (any scrip, but the framework is generic). Train / val / test split: 70/15/15 (chronological, no shuffle). Architecture can be: Input (lookback=128) → Conv1D (filters=64, kernel=8, dilation=1) → TCN block (dilations=1,2,4,8,16, residual) → Multi-head Attention (query from last timestep, key/value from full sequence) → Global Avg Pooling (or flatten) → Dense(32, dropout=0.3) → Output: - Regression: price change % (tanh scaled) - Classification: direction (up/down, sigmoid) Loss: combined MSE + binary crossentropy (weighted). Results that are achievable: Directional accuracy: ~54–56% (varies by pair/period, not great but above coin flip). Regression MAE (price change %): ~0.32% for crypto, 0.09% for forex. Sharpe of strategy based on model signals (backtest): ~1.1 (after 0.1% slippage). Go and google similar ML models...
  3. The ECB is ready to raise rates: what awaits EURUSD in the coming days The EURUSD rate has stalled ahead of the release of US employment data. After falling, quotes are forming a correction and are hovering around the 1.1530 level. Find out more in our analysis for 3 April 2026. Technical outlook On the H4 chart, the EURUSD pair has formed a Hammer reversal pattern near the lower Bollinger Band and could develop a corrective wave following this signal. Since quotes remain within a descending channel, the upper boundary near the 1.1580 mark may act as the pullback target. The market has frozen in anticipation of US labour market data and signals on ECB and Fed interest rates. Read more - EURUSD Forecast Attention! Forecasts presented in this section only reflect the author’s private opinion and should not be considered as guidance for trading. RoboForex bears no responsibility for trading results based on trading recommendations described in these analytical reviews. Sincerely, The RoboForex Team
  4. AUDUSD on the verge of a breakout: Australia is ready to raise interest rates Ahead of the NFP release, volatility in the AUDUSD pair has fallen noticeably, with quotes testing the 0.6900 mark. Find more details in our analysis for 3 April 2026. AUDUSD forecast: key takeaways Westpac expects three rate hikes in 2026 US Nonfarm Payrolls: previously at -92 thousand, projected at 65 thousand The Australian dollar received unexpected support from China Fundamental analysis Today’s AUDUSD forecast takes into account that the Australian dollar is showing remarkable resilience, balancing on a knife edge between strong domestic support and an external geopolitical storm. The AUDUSD pair is trading around 0.6900, attempting to build on its upward momentum after the recent decline. The domestic driver for the AUD today is not just hawkish signals, but a real consensus on the inevitability of further policy tightening by the Reserve Bank of Australia. RoboForex Market Analysis & Forex Forecasts Attention! Forecasts presented in this section only reflect the author’s private opinion and should not be considered as guidance for trading. RoboForex bears no responsibility for trading results based on trading recommendations described in these analytical reviews. Sincerely, The RoboForex Team
  5. Today
  6. Please Reupload sir
  7. FREE
  8. Welcome to Indo-Investasi.com. Please feel free to browse around and get to know the others. If you have any questions please don't hesitate to ask.

  9. Fixed. Thanks for catching that: https://workupload.com/file/fwEgDdksGqf
  10. can not find your file.i like Bayer拜耳
  11. Edu?
  12. Welcome to Indo-Investasi.com. Please feel free to browse around and get to know the others. If you have any questions please don't hesitate to ask.

  13. i think i have the EDU versions already. Will share it tomorrow
  14. Can you share full screenshots?
  15. Do you have any templates?
  16. Getting this while adding instruments to the Analyzer list
  17. If you have trouble looking for this after you copy and paste file into your Custom folder... Look under the NEW tab from your NT8. It is there! Go to Analyzer Properties to add accounts.
  18. Here's a few templates for the Fusion. Use Fusion Control Panel to import them. https://limewire.com/d/CFJ75#9DP9pQcaOJ
  19. Thanks for sharing. Cheers https://workupload.com/file/PkaNYFmt3Mc
  20. This should be the latest one. Cheers https://workupload.com/file/FtwU98B2bmE
  21. @Minigems
  22. Fielpo template made almost as much so, think we have a good template.??
  23. Here is a cleaner version of it. Cheers: https://workupload.com/file/g9eUByVXADF
  24. Yesterday
  25. Never got the files .. do u have last updated ? 8.4.9 ?
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