crypto-trading's Issues
Modify find_price_extrema to find extrema in one extra point of data
compile_data function is too large
Readability of scatter_chart()
The readability of scatter_chart() is very low with high data points. Consider using seaborn or another visualisation method.
price_extrema function does not record the index/datetime of the extrema which is necessary
Record in file data download dates for reference
Add Gold, Silver, Oil data downloads
Hierarchical trend analysis: Create a method that categorises trends into a lower resolution trend
Create function to update database
Create method to update ticker (given date time from file is old enough)
Backtest Stable pairs
Datetime conversion issue for updating existing data
Create a peak to peak angle predictor method
Modify trend detection to include most recent trend starting point
Scatter Plot trend time and trend % move
Create measure of volatility
Deal with edge case where more datapoints requested than available
Fixed with returning the maximum number of datapoints requestable
Histograms and Scatters don't work on d, wk and mo data
Find data vendor
Categorise weekend trends and weekday trends in trend data
Store database details in json file
Existing JSON need to be refactored. It is useful to have different ticker names stored separately. Data retrieval log should be separated into respective 'data-source' logs.
Notification when zero data has been collected
Correlation tests of and between % change, and trend time
Create stats_pack method for Timeframe
great novel prompt
A list of things to include in prompts to produce the most high quality narrative, characters, style, themes, originality, emotional impact and universal appeal.
A great novel becomes great due to a combination of various elements, each contributing in its own way to the overall impact of the narrative. Here are a few key aspects that make a novel great:
- Storytelling: Great novel usually tell compelling stories that captivate readers, keeping them hooked from the first page to the last. The story unfolds in a way that is engaging, suspenseful, and satisfying. The best stories often contain unexpected twists and turns, but also pay off in a way that is emotionally satisfying and meaningful.
- Characters: Characters are the heart of any great novel. They need to be well-developed, relatable, and complex. Readers should care about what happens to them. Whether they are likable or not, they must be interesting and have depth.
- Writing Style: A great novel often has a unique writing style that is both beautiful and effective. This could involve poetic and descriptive language, a distinctive voice, crisp and clear prose, or a unique structure. The writing should evoke emotions and help the reader visualize the story. It is very important that the story is shown and not told.
- Themes: Great novels usually tackle important themes or ideas, giving readers something to think about long after they've finished reading. This could involve deep questions about human nature, society, philosophy, or morality.
- Originality/Novelty: A great novel brings something new to the table. It could be an original story concept, a unique setting, a fresh perspective, or an innovative structure or style. It is key that a novel presents the reader a deep and truthful narrative that provokes responses of curiosity, awe and humility.
- Emotional Impact: A great book makes the reader feel something. It could be joy, sadness, fear, anticipation, or any number of other emotions. The key is that it engages the reader on an emotional level.
- Universal Appeal: While not all great novels appeal to everyone, the best ones tend to have a certain universal quality. They contain truths or experiences that resonate with many different people, regardless of their background or life experiences. Think of canonical texts, such as the bible, as examples of this.
Add labelled standard deviation lines on histograms
ability to display signals on plot
chapter summary
retrieves a chapter summary from gpt3.5 to be used as long term memory
Consecutive mins/maxs result in un synced trend
Update data function
Update data function to embed in other functions. I guess this requires a refactor of yahoo_finance function ?
Add conditional that measures number of open exit orders to decipher what level to place positional order
Setup Binance API
Add feature to save image of charts to ticker folder
Deal with edge case of empty csv files
MAYBE: Introduce (colour) time axis on scatter plot
Download miscellaneous data from site
http://www.histdata.com/download-free-forex-data/
EA trading data
Visibility of graph - too much data
Refactor find_price_extrema
Parameterise chart length
Currently have to manually change parameters of multiple functions
improve outlier removal to allow comparison between trend time and trend movement data
Create the ability to import_from_database between dates
Create method for detecting price strength with distance from ma
Create mean_reversion function
Could generate data frame or/and histogram
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