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Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/101629c2-233f-417f-93ee-5c486af61e81/32.png Alipay - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/5e47cece-774f-40af-a3f6-e36abb259376/33.png Alipay - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/c0e0f8ac-f73b-4768-b103-71228e74e484/34.png Alipay - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/1406ada0-9b94-4b9f-8816-fde35d22f761/35.png Alipay - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/989e39a2-9b84-48d5-b19a-de0f5d6a62c1/36.png Alipay - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/071dc2d2-0918-47e6-83cf-ae0bd846f5ad/37.png Alipay - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/7287a4aa-b120-4592-9429-fb7696931a5f/38.png Alipay - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/2eb820a3-78e0-4976-864c-4e44cda9a515/39.png Alipay - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/c64e53d7-0c25-41c4-af17-e7a467e1e17b/40.png Alipay - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.xinyepsy.com/bitcoin-predection daily 0.75 2025-05-18 https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/897a5829-874d-4c3a-b295-9f73e5799d39/%E6%88%AA%E5%B1%8F2022-12-19+%E4%B8%8B%E5%8D%889.21.03.jpg Bitcoin predection - Bitcoin is a cryptocurrency which notable for being less stable and with stronger volatility. https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/3188e334-fdbc-4680-b8f5-5e690c51b230/%E6%88%AA%E5%B1%8F2022-12-19+%E4%B8%8B%E5%8D%889.25.43.png Bitcoin predection - Orderbook is the main source of the features we used, which is a snapshot of any market that stores all "buy" or "sell" orders information such as price and volume. https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/923648a6-9ba9-4bea-8e73-e89ddbc351da/%E6%88%AA%E5%B1%8F2022-12-19+%E4%B8%8B%E5%8D%889.37.32.png Bitcoin predection https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/7bad9cff-7522-4214-a30d-8a682cb2f921/%E6%88%AA%E5%B1%8F2022-12-19+%E4%B8%8B%E5%8D%889.45.18.png Bitcoin predection - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/96f52856-4fef-4054-be27-a72ab37a154b/%E6%88%AA%E5%B1%8F2022-12-19+%E4%B8%8B%E5%8D%8810.00.38.png Bitcoin predection - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/6292798f-4081-49dc-bccc-363f5c756d69/%E6%88%AA%E5%B1%8F2022-12-19+%E4%B8%8B%E5%8D%889.46.50.jpg Bitcoin predection - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/8f7ca1d1-bdf0-445a-bf24-b78c35b97ca9/%E6%88%AA%E5%B1%8F2022-12-19+%E4%B8%8B%E5%8D%889.51.06.png Bitcoin predection - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/ba0ebe26-8947-41a5-883a-e7c11168487c/%E6%88%AA%E5%B1%8F2022-12-19+%E4%B8%8B%E5%8D%889.57.05.png Bitcoin predection - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/3f03b37a-fa39-4d7d-9573-0544a2f722a5/%E6%88%AA%E5%B1%8F2022-12-19+%E4%B8%8B%E5%8D%8810.04.46.png Bitcoin predection - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/2d89f442-7a70-4c4e-9654-27ead40ac601/%E6%88%AA%E5%B1%8F2022-12-19+%E4%B8%8B%E5%8D%8810.16.09.png Bitcoin predection - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/a0875f80-4f7d-4c4e-ade0-0db117a3e146/%E6%88%AA%E5%B1%8F2022-12-19+%E4%B8%8B%E5%8D%8810.17.11.png Bitcoin predection - Make it stand out We also tried LSTM as time-series neuron-network model. LSTM turns out to be as good as our ridge model with PCA. We guess it’s probably because the sequence length is not ideal and the data set is too small to train an LSTM neuron network. We believe if we can handle more data, LSTM should be more robust. https://www.xinyepsy.com/research-overview daily 0.75 2023-06-20 https://www.xinyepsy.com/news daily 0.75 2026-01-08 https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/9f7d44f7-84b7-4ca0-a57b-77efed9cb815/Screenshot+2025-08-29+at+4.57.58%E2%80%AFPM.png News - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/693a4bce-2619-4374-ae75-380227bc83bb/Screenshot+2025-08-29+at+4.57.00%E2%80%AFPM.png News - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/a0c6d28f-8700-4d70-9a47-60db7f27a582/f1334263c47140c5c3c401fe8eaac625.jpg News - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/d9f4f7d9-65c9-42d0-8ea2-345785b904b7/1749060840545.jpeg News - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/c7908430-6384-4dc5-b355-e59bf1d15e8b/Screenshot+2025-08-05+at+2.28.58%E2%80%AFPM.png News - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/ead3a6b9-6987-40fc-b2d2-81149f98046e/image000000.jpg News - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/b24a3be6-0860-47eb-94d9-71617f89650d/IMG_6515.jpg News - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/2dfd20e5-e4a9-4f60-9b6d-38a1edfd8845/1.jpg News - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/621d3404707b2f27c972701c/1385b04d-718b-4183-a09e-e0521669f5e5/2.jpg News - Make it stand out Whatever it is, the way you tell your story online can make all the difference.