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#GE Feels great. The community staggered entries from 300-280, and it’s already climbed to 335. Very steady and solid
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GE+3.80%
📈 AI Stocks Rally: Who Will Lead the Next Wave?
After a volatile week, AI stocks like $NVDA and $AMD have bounced back from sharp pullbacks.
Will the rally continue, or is another correction ahead?

💬 Today's discussion:
If you had to pick one AI stock, which would it be? Share your pick and tell us why.

🌟 Gate Square Stock Talk Season is live
Each day, 3 outstanding creators receive 5 USDT + an official feature, giving their insights more exposure.

Post your original take with #GateStockTalkSeason and share your market outlook 👇
👉 Register Now:
https://www.gate.com/campaigns/6898
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NVDA-4.34%
AMD+13.35%
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Gm chat did you bridge to the new shiny chains & get rugged again gg
Bridge back we gotta lock in fr
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GMWAGMI+0.00%
🔹ETH Keeps Attracting Staking Despite Falling Prices! With the staking ratio continuing to climb, a
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LIVE2,582
JUST IN: Bitcoin ($BTC ) miner MARA sold 13,597 BTC for $1.1 billion in six weeks, roughly 2,270 BTC a week. It plans to sell more.
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BTC-0.67%
MARA+4.72%
🔥【U.S. October CPI Preview】Will inflation data rewrite rate-cut expectations?

📌 Tonight at 20:00 (UTC+8), a livestream breaking down CPI's impact on the market:
• Which is most likely to come in above expectations: energy, housing, or services prices?
• What kind of inflation data would change the market's view of the Fed's December rate decision?
• After the data is released, how should we read the first moves in U.S. tech stocks and BTC?

🎁 Two rounds of interactive prize draws
100 USDT position vouchers ×3|Gate footballs ×3

🎙️ Special guests: [@币大师稳健持币](gt://mention/g15R3Y9i8ETxdr7nO5
GateLiveChinese
🔥【U.S. October CPI Preview】Will inflation data rewrite rate-cut expectations?

📌 Tonight at 20:00 (UTC+8), a livestream breaking down CPI's impact on the market:
• Which is most likely to come in above expectations: energy, housing, or services prices?
• What kind of inflation data would change the market's view of the Fed's December rate decision?
• After the data is released, how should we read the first moves in U.S. tech stocks and BTC?

🎁 Two rounds of interactive prize draws
100 USDT position vouchers ×3|Gate footballs ×3

🎙️ Special guests: @币大师稳健持币, @听风商行, @金牌讲师
🔔 Reserve your spot in advance. See you in the livestream: https://www.gate.com/live/video/55b0ea48f9e5427dbdebee21a2f713af?type=live
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BTC-0.67%
$PIEVERSE This rally is absolutely brutal. I’m nearly losing my nerve, and my account is already down 25 points. When is this thing finally going to pull back? It first dumped 50%, but now it’s shot straight back up 2x, leaving the bears no chance.
$CT is getting crushed, and my strategy is taking a beating too. For now, I’m just hoping the CT rewards from the event will help me recover some losses. I’ve received 360 tokens in trading volume rewards so far.
I’ve been holding a short on $STABLE for quite a while. The price had been moving sideways for so long, then today a huge bullish candl
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PIEVERSE+0.58%
CT-12.34%
STABLE-1.39%
Taiwan stocks close: After surging 3,010 points in two days, the weighted index closed at 42,711 points (+1,050 points, +2.52%), reclaiming the 5-day moving average. #Gate上线台股交易

Today's session rose sharply, pulled back, then rebounded: the index briefly climbed to 43,135 points in the morning, fell to 42,381 points before midday, then saw buyers return in the afternoon, closing 330 points above the midday level. Turnover was NT$1.0033 trillion, a marked increase from yesterday's NT$877 billion—the rebound finally came with higher volume. The OTC index also closed at 332.97 points (+3.42%),
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TSM+3.52%
NVDA-4.34%
XRP market update
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LIVE1,971
What Is Walk-Forward Testing? Why Can Backtesting Over a Fixed Period Hide Strategy Flaws?

In cryptocurrency trading, market conditions are constantly changing. A strategy may perform exceptionally well in a bull market but suffer frequent stop-losses in a sideways market; it may also make a profit on a particular stretch of historical data but fail to adapt to subsequent volatility. Walk-forward testing can help traders assess how well a strategy adapts across different periods.

First, what is walk-forward testing?

Walk-forward testing typically divides historical data into consecutive tim
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Intraday long trade 6️⃣: entered at 4123, exited at 4116, and netted $697. Did you catch this bearish trend? $XAU #AVAX利好短时上涨6.4% #黄金 ‌
XAU+0.38%
What Is SHAP? How Can We Explain Why a Machine Learning Model Gives a Bullish or Bearish Prediction?

In crypto quantitative trading, machine learning models may use features such as price momentum, trading volume, volatility, and funding rates to predict future movements. But when a model gives a bullish or bearish prediction, that does not mean traders know why it made that call. SHAP is a method for helping explain model predictions by analyzing how different features contribute to an individual prediction.

First, what is SHAP?

SHAP is based on the idea of Shapley values, which allocate c
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BTC-0.67%
#KoreanStocksJumpOver5%
South Korea's Semiconductor Rally Is Back — AI Demand Is the Real Story Behind the Rebound

South Korea's stock market is delivering a powerful recovery, with semiconductor companies once again taking center stage.

On November 10, the KOSPI opened 4.55% higher and was trading up 4.52% at 5,245.72 by 11:20 AM Seoul time. Samsung Electronics gained 5.11%, while SK Hynix advanced 6.78%. The sharp opening move even triggered a buy-side trading sidecar, highlighting just how quickly sentiment had changed.

But this rally deserves a closer look. The real story is not si
SK Hynix+6.69%
AMD+13.35%
AVGO+8.99%
MU+6.42%
$AAVE It has been moving sideways for 12 days without making a new low. The longer it consolidates, the higher it can rise. AAVE is gearing up for a massive surge: it could happen as soon as this week or as late as next week, and AAVE is sure to print a big bullish candle of 10%+.
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[The user has shared his/her trading data. Go to the App to view more.]
AAVE-1.17%
$LAPTOP A $1 finishing blow now
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LAPTOP-21.95%
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$PARTI The short signal is flashing, and my trading plan is clear: open a short near the current price and consider buying back once the price plunges to $0.00025.
The current entry reference is around 0.04111, making the risk/reward ratio for shorting $PARTI quite favorable. The market has weakened, with PARTI down -13.10% on the losers list, and bearish momentum is still building. Going with the trend is much more comfortable than trying to buy the dip against it.
My plan is to hold the short and wait for it to continue falling, with a target of closing the position and exiting around $0.0
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PARTI-1.06%
📣 Gate Live’s fixed host lineup is here, going live on time every day!

📅 November 9–November 13, 6 talented hosts will take turns going live on a set schedule, covering crypto, U.S. stocks, market analysis, and trading strategies to help you stay on top of market trends and spot hot opportunities!

⏰ Daily from 09:00 to 21:20, the excitement never stops!
🔥 Follow your favorite hosts, save their stream times, and join the live room on time to talk markets, learn strategies, and follow trends!
🎙️ Catch the exciting livestreams on Gate Live!

‍#GateLive #Gate #Crypto
GateLiveChinese
📣 Gate Live’s fixed host lineup is here, going live on time every day!

📅 November 9–November 13, 6 talented hosts will take turns going live on a set schedule, covering crypto, U.S. stocks, market analysis, and trading strategies to help you stay on top of market trends and spot hot opportunities!

⏰ Daily from 09:00 to 21:20, the excitement never stops!
🔥 Follow your favorite hosts, save their stream times, and join the live room on time to talk markets, learn strategies, and follow trends!
🎙️ Catch the exciting livestreams on Gate Live!

‍#GateLive #Gate #Crypto
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What Is SHAP? How Can We Explain Why a Machine Learning Model Makes a Bullish or Bearish Prediction?

In crypto quantitative trading, machine learning models may predict future price movements based on features such as price momentum, trading volume, volatility, and funding rates. But when a model predicts a bullish or bearish outcome, that does not mean traders know why it made that prediction. SHAP is a method for explaining model predictions by analyzing how different features contribute to an individual prediction.

First, what is SHAP?

SHAP is based on the idea of Shapley values, which a
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BTC-0.67%
NVDA at $180: Are you selling at a loss or counting your money?
From $239 down to $180, that's a 25% loss. RSI has plunged to 28, and the oversold zone is full of bloodied positions. But while you're trembling as you watch the chart, Wall Street's average price target is still $320—will the November 17 earnings report mark the end of this slaughter, or the start of another rout?

First, the surface picture: a sharp drop, but no collapse.

From the October 6 high of $239 to $180 today, that's a 25% pullback and a 22% drop over the past 30 days. Daily RSI is 28—about as oversold as it gets.

You
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NVDA-0.35%
SNDK-0.18%
MU-0.63%
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