I'd love to have your opinion on my Python notebook.
I am trying to forecast Bitcoin market regimes (Euphoria, Bull, Accumulation, Bear) by giving an HMM only one constraint (= number of regime states for price, and optionally volatility).
Sharing my python note book for BTC regime detection using Hidden Markov Chains model to infer statistically the regimes (we choose to tell the algorithm to guess the 4 regimes) and it’s quite working nicely, not overfitting as we train it in a walk-forward manner and Monte Carlo simulation are generated to forecast the price and volatility (also has regimes btw).
https://t.co/9BOHyBvEsU
@LeRouXBT C’est un peu con pcq ton SL C’est exactement la ou les Realized Price réside… la probabilité qu’on prend son stop et qu’on reparte est très haute ..
💰 I personally validated my $10,000 FTMO funded account 🔥
Passed both phases. Rules followed. Capital unlocked.
My edge has been printing consistently… but the real question is:
Is this edge actually reliable long-term? Or am I just lucky so far? 👀
Drop your honest take below ⬇️ (Win rate, drawdown, or “looks fake” .. I can take it)
#FTMO #PropTrading #TradingEdge #Forex #DayTrading
This could be maybe improved by adding on-chain data such a Bitcoin realized price..
Anyway I checked the bayesian inferences of both market price and volatility regimes and it's quite insightful!
I love how we can see that 2021 TOP was on pure EUPHORIA (in Pink - bottom chart (vol)) whereas the 2026 top was less volatile and hype-driven (in Blue/Orange).. telling us a lot about the non-stationarity of financial markets.
How far Bitcoin price is from his "Realized price" tells us a lot about where we stand in the 4-Year cycle.
Especially if we plot something like the ratio = $BTC/Realized_Price and calculate the Z-score of its distribution (⏭️NEXT POST)
This is real alpha and not some bullshit you will hear about feeding rsi and macdik into an LSTM 🤣
NB: realized price of bitcoin is the average TRUE COST of bitcoins, meaning it takes into account when and at which exact price it has been bought/sold (thanks to on-chain data!), and it is currently sitting at 54K$ 🩸
Update: some hospital time for me guys, I am very weak right now as I just had a big surgery on my abdomen.. but i ain’t weaker than fucking Bitcoin hahahahahahahhahahah
Why are you still perma-bullish/bearish?! Just check the stats given by our market regime model (based on HMM)
Did you know that ~41% of the time only is spent by bitcoin in the bear market/accumulation regime?
$BTC have most of the time (~59%) very bullish momentum (bull or euphoria)