ES7 / BTC-Predictor

In this repository, I have developed a BTC price prediction model using LSTM. The repository includes detailed explanations of how LSTM works, the code for building the model from scratch, and a demonstration of how to use it for BTC price prediction
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BTC data collector not working - could you please help me to find data price #1

Closed jathan696 closed 1 month ago

jathan696 commented 1 month ago

Hi ebad sayed

I am just doing 3 year college project about BTC price prediction model using LSTM. recently I saw your project it is really impressive and your data model prediction so accurate. I try to predict sept future 10 days. but data collection is not working. could you help me to find the sept and oct data price. it is really helpful for my academics.

ES7 commented 1 month ago

Hi John Thanks for your kind words. You just need to change the lookback_period to the number of days you want to predict. The data ends on 31st May 2024 and you want September-October prediction so you just change the value from 5 to 153. I think this will solve your problem!!

On Sun, 22 Sep 2024 at 3:01 PM, jathan696 @.***> wrote:

Hi ebad sayed

I am just doing 3 year college project about BTC price prediction model using LSTM. recently I saw your project it is really impressive and your data model prediction so accurate. I try to predict sept future 10 days. but data collection is not working. could you help me to find the sept and oct data price. it is really helpful for my academics.

— Reply to this email directly, view it on GitHub https://github.com/ES7/BTC-Predictor/issues/1, or unsubscribe https://github.com/notifications/unsubscribe-auth/AW4GH5KQQRVWLSZLN5FDH5LZX2E5ZAVCNFSM6AAAAABOUMRUIKVHI2DSMVQWIX3LMV43ASLTON2WKOZSGU2DAOJRGMYDKOA . You are receiving this because you are subscribed to this thread.Message ID: @.***>

jathan696 commented 1 month ago

i tried but i recieve this error

import pandas from Historic_Crypto import HistoricalData

HistoricalData('crypto-name', interval-in-seconds, 'start-data', 'end-date', verbose=True (default)).retrieve_data()

btc_data = HistoricalData('BTC-USD', 60, '2024-06-1-00-00', '2024-09-21-00-00' verbose=False).retrieve_data() btc_data.to_csv('2_BTC_Data.csv')

Checking input parameters are in the correct format. Formatting Dates. Checking if user supplied is available on the CoinBase Pro API. Status Code: 503, error in connecting to the CoinBase Pro API. Provisional Start: 2024-06-1T00:00:00 Provisional End: 2014-0-21T05:00:00 An exception has occurred, use %tb to see the full traceback.

SystemExit /usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py:3561: UserWarning: To exit: use 'exit', 'quit', or Ctrl-D. warn("To exit: use 'exit', 'quit', or Ctrl-D.", stacklevel=1)

jathan696 commented 1 month ago

could you please add the future_10_days for sept month (24-30). please it is really helpful me to understand. i am working on this more than 2 days. I am keep getting errors . please add the june to sept dataset on github it is really helpful.

ES7 commented 1 month ago

The prediction depends on test set. I have very less data in my test set hence I can’t, but you can extract the data till August and then predict the September ones!!

On Sun, 22 Sep 2024 at 4:26 PM, jathan696 @.***> wrote:

could you please add the future_10_days for sept month (24-30). please it is really helpful me to understand. i am working on this more than 2 days. I am keep getting errors . please add the june to sept dataset on github it is really helpful.

— Reply to this email directly, view it on GitHub https://github.com/ES7/BTC-Predictor/issues/1#issuecomment-2366725420, or unsubscribe https://github.com/notifications/unsubscribe-auth/AW4GH5NY5VEYCIQWTDN62B3ZX2O5NAVCNFSM6AAAAABOUMRUIKVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDGNRWG4ZDKNBSGA . You are receiving this because you commented.Message ID: @.***>

jathan696 commented 1 month ago

Hi John Thanks for your kind words. You just need to change the lookback_period to the number of days you want to predict. The data ends on 31st May 2024 and you want September-October prediction so you just change the value from 5 to 153. I think this will solve your problem!! On Sun, 22 Sep 2024 at 3:01 PM, jathan696 @.> wrote: Hi ebad sayed I am just doing 3 year college project about BTC price prediction model using LSTM. recently I saw your project it is really impressive and your data model prediction so accurate. I try to predict sept future 10 days. but data collection is not working. could you help me to find the sept and oct data price. it is really helpful for my academics. — Reply to this email directly, view it on GitHub <#1>, or unsubscribe https://github.com/notifications/unsubscribe-auth/AW4GH5KQQRVWLSZLN5FDH5LZX2E5ZAVCNFSM6AAAAABOUMRUIKVHI2DSMVQWIX3LMV43ASLTON2WKOZSGU2DAOJRGMYDKOA . You are receiving this because you are subscribed to this thread.Message ID: @.>

please check my research link

https://colab.research.google.com/drive/19TpUC8c72JtOflaUDZ29X5tZwgDmsiWs?usp=sharing

jathan696 commented 1 month ago

The prediction depends on test set. I have very less data in my test set hence I can’t, but you can extract the data till August and then predict the September ones!! On Sun, 22 Sep 2024 at 4:26 PM, jathan696 @.> wrote: could you please add the future_10_days for sept month (24-30). please it is really helpful me to understand. i am working on this more than 2 days. I am keep getting errors . please add the june to sept dataset on github it is really helpful. — Reply to this email directly, view it on GitHub <#1 (comment)>, or unsubscribe https://github.com/notifications/unsubscribe-auth/AW4GH5NY5VEYCIQWTDN62B3ZX2O5NAVCNFSM6AAAAABOUMRUIKVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDGNRWG4ZDKNBSGA . You are receiving this because you commented.Message ID: @.>

i am sorry to disturb you. i understand but i am new to learning this concept. thaat is i have lot of trouble. could you please add the future_10_days for sept month (24-30). please it is really helpful me to understand. i am working on this more than 2 days. I am keep getting errors . please add the june to sept dataset on github it is really helpful. please

ES7 commented 1 month ago

I totally understand your situation, but I have a tight schedule, so re-running the code and extracting the data would be tedious for me. I hope you will understand Thank You

On Sun, Sep 22, 2024 at 4:31 PM jathan696 @.***> wrote:

The prediction depends on test set. I have very less data in my test set hence I can’t, but you can extract the data till August and then predict the September ones!! … <#m-6223913453224005602> On Sun, 22 Sep 2024 at 4:26 PM, jathan696 @.> wrote: could you please add the future_10_days for sept month (24-30). please it is really helpful me to understand. i am working on this more than 2 days. I am keep getting errors . please add the june to sept dataset on github it is really helpful. — Reply to this email directly, view it on GitHub <#1 (comment) https://github.com/ES7/BTC-Predictor/issues/1#issuecomment-2366725420>, or unsubscribe https://github.com/notifications/unsubscribe-auth/AW4GH5NY5VEYCIQWTDN62B3ZX2O5NAVCNFSM6AAAAABOUMRUIKVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDGNRWG4ZDKNBSGA https://github.com/notifications/unsubscribe-auth/AW4GH5NY5VEYCIQWTDN62B3ZX2O5NAVCNFSM6AAAAABOUMRUIKVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDGNRWG4ZDKNBSGA . You are receiving this because you commented.Message ID: @.>

i am sorry to disturb you. i understand but i am new to learning this concept. thaat is i have lot of trouble. could you please add the future_10_days for sept month (24-30). please it is really helpful me to understand. i am working on this more than 2 days. I am keep getting errors . please add the june to sept dataset on github it is really helpful.

— Reply to this email directly, view it on GitHub https://github.com/ES7/BTC-Predictor/issues/1#issuecomment-2366727017, or unsubscribe https://github.com/notifications/unsubscribe-auth/AW4GH5IPBAO2FJ6JC64BSGTZX2PQRAVCNFSM6AAAAABOUMRUIKVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDGNRWG4ZDOMBRG4 . You are receiving this because you commented.Message ID: @.***>

jathan696 commented 1 month ago

I totally understand your situation, but I have a tight schedule, so re-running the code and extracting the data would be tedious for me. I hope you will understand Thank You On Sun, Sep 22, 2024 at 4:31 PM jathan696 @.> wrote: The prediction depends on test set. I have very less data in my test set hence I can’t, but you can extract the data till August and then predict the September ones!! … <#m-6223913453224005602> On Sun, 22 Sep 2024 at 4:26 PM, jathan696 @.> wrote: could you please add the future_10_days for sept month (24-30). please it is really helpful me to understand. i am working on this more than 2 days. I am keep getting errors . please add the june to sept dataset on github it is really helpful. — Reply to this email directly, view it on GitHub <#1 (comment) <#1 (comment)>>, or unsubscribe https://github.com/notifications/unsubscribe-auth/AW4GH5NY5VEYCIQWTDN62B3ZX2O5NAVCNFSM6AAAAABOUMRUIKVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDGNRWG4ZDKNBSGA https://github.com/notifications/unsubscribe-auth/AW4GH5NY5VEYCIQWTDN62B3ZX2O5NAVCNFSM6AAAAABOUMRUIKVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDGNRWG4ZDKNBSGA . You are receiving this because you commented.Message ID: @.> i am sorry to disturb you. i understand but i am new to learning this concept. thaat is i have lot of trouble. could you please add the future_10_days for sept month (24-30). please it is really helpful me to understand. i am working on this more than 2 days. I am keep getting errors . please add the june to sept dataset on github it is really helpful. — Reply to this email directly, view it on GitHub <#1 (comment)>, or unsubscribe https://github.com/notifications/unsubscribe-auth/AW4GH5IPBAO2FJ6JC64BSGTZX2PQRAVCNFSM6AAAAABOUMRUIKVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDGNRWG4ZDOMBRG4 . You are receiving this because you commented.Message ID: @.>

Ok I get it. But atleast upload the guidelines code for sept and Oct data prediction. And June to August btc price dataset on your GitHub. I appreciate that