The biggest enemy is not the candlestick chart, but the fear within you. $BTC
Absolute command of the trend and a precise grasp of market sentiment. $ETH
Many people lose money because they give up in the darkness before dawn, right before the main rally. $JCT
Weather the bull traps and wait patiently for the flowers to bloom; that is the composure of a top trader.

FeaturedWe’ve talked about Gate CFD a few times before, mainly covering the traditional asset classes available to trade and how they differ from crypto perpetual contracts.

Here’s a practical update: Gate Gold CFD is now available to trade on weekends, too.

The familiar XAUUSD gold/USD pair is available to trade 7 days a week, 23 hours a day, with trading paused only from 05:00 to 06:00 (UTC+8) each day.

This is a welcome change for anyone trading gold. Gold prices don’t stop moving just because the market closes on Friday, and the added weekend trading window gives traders another way to respond

$GT I've been dollar-cost averaging into GT consistently and forgot to post, so here it is now. GT seems to be the only one I DCA'd that hasn't taken a big loss. I bought some when it was at six. Ah, I should've bought more. The other coins I've been DCA'ing have tanked. Guys, if you have spare cash, DCA in.

What Is a Confusion Matrix? How Can You Understand the Exact Number of Correct and Incorrect Predictions Made by a Trading Model?

In crypto quantitative trading, a model may have a high accuracy rate, but that doesn't tell us where it is going wrong. For example, a model may be good at identifying declines but frequently miss opportunities to catch rises. A confusion matrix compares predictions with actual outcomes, helping traders see exactly how the model performs.

First, what does a confusion matrix include?

Take predicting whether the price will rise in the next period as an example. A

Bank, are you going to ruin me too?! I only went all-in with half, and now everything’s frozen across the board!

$HYPE 1st Target Completed 👍

Take profits evenly out if I don’t mention the % of the position to close 🔥

Behind Jensen Huang’s affair scandal: His $155.2 billion fortune could be split in a divorce, with his wife potentially receiving over $75 billion
After Huang admitted in a letter to employees that he had been “unfaithful” to his wife, the scandal not only sent Nvidia shares into turmoil but also put his $155.2 billion fortune at risk of a potential asset division.
Under California’s community property laws, assets accumulated during marriage are generally split 50:50. The key legal detail in this potential divorce case is that the couple married in the mid-1980s, while Nvidia was founded in 1

Damn, a college sophomore made 600,000 in two months just by taking action!!!
They say the AI canvas system he deployed is this Infinite Canvas project on GitHub.
The project is now open source, so anyone can deploy it and build on it themselves.
The tool is right there for you. Whether you can make money depends on whether you can get it up and running.
Project link: 👇

I was a little warrior as a kid, and a veteran when I grew up.

The U.S. labor market is adding to the turmoil too! Inflation has fallen, so why is the Fed still afraid to cut rates?

Many people think that as long as U.S. inflation falls, the Fed can comfortably cut rates. But in reality, there is another important variable that is often overlooked: the labor market.
If employment is too strong, it may mean wage growth and consumer demand remain robust, making inflationary pressures difficult to eliminate completely; if employment is too weak, it may mean the economy is losing momentum.
This puts the Fed in a dilemma: if the economy is too hot, it doesn’t

What Is Class Imbalance? Why Can Cryptocurrency Prediction Models Look Accurate Yet Have No Trading Value?

In cryptocurrency quantitative trading, model accuracy can easily be misleading. If most periods in the test data do not feature a strong upward move that meets the defined criteria, a model that always predicts “no rise” may still achieve high accuracy, yet fail to identify genuine trading opportunities. This is the problem caused by class imbalance.

First, what is class imbalance?

Class imbalance occurs when the number of samples in different classes varies greatly in a dataset. For

Genuine question... how am I supposed to prompt AI? I gave Fabel 5.2 (max effort) a paper and asked questions I know the answer to and it completely failed. So many wrong conclusions.
Clearly I am not using tool correctly?

$WLD Longs have reached full TP1—the entire move played out as planned. All profits are locked in. Another successful trade has been closed.

A major hack bombshell, yet it surged 80%? $INIT The whales’ master plan—retail traders, don’t become cannon fodder!

Once the bad news is out, it’s good news; whales are bloodthirsty and leave nothing behind!

Guys, the major bearish news of the INIT hack being halted has somehow sent the price up 80%! Look at the fund flows: major players are aggressively net buying over the medium to long term. Look at the liquidation map: there are shorts trapped all over above. And look at the whales: the long-short ratio is 234%, and shorts with an average entry price of 0.17 are now deeply underwater!

Strong narrative.
CA: qjhWVdryERmzBUcPgiFqb6icRndTRkP2PzYUEMmpump

What Is Feature Engineering? How Can More Valuable Trading Signals Be Extracted from Price, Volume, and Volatility?

In crypto quantitative trading, the performance of machine learning models depends not only on the algorithm, but also on the quality of their input data. Raw price and volume records capture market movements, but may not directly express trends, momentum, and risk. Feature engineering is the process of transforming raw data into information that is more suitable for models to learn from.

First, how can price features be constructed?

You can calculate returns over different pe

Whether the Democrats and Republicans are working together to destroy America, or the globalist weapons are brainwashing them, one thing is CLEAR... WE NEED TO FORM "WELL REGULATED MILITIA", LIKE IT SAYS WE HAVE THE RIGHT TO DO IN THE SECOND AMENDMENT!!! FORM MILITIA NOW!!!

This is ridiculous! It launched and immediately tanked hard, dropping two zeros—now it’s down three zeros. I feel like it’s going to lose another zero. What was even the point of launching it? Sigh, who would still dare to buy in? Everyone’s just holding the bag now. My heart is ice-cold.