This article is dedicated to those of you who are also researching quantitative trading. Reposted from Squirrel's. To summarize the main point: good strategies all follow the logic of Occam's razor, while overly complex strategies inherently carry the risk of overfitting. Backtest samples need to include multiple market periods for in-sample and out-of-sample testing, rather than repeatedly running over one fixed period. Also, we keep reinventing the wheel, continuously adding to a concise model, even though these additions extend the time horizon without improving performance.
Finally, quanti

No wonder people say everyone who trades crypto is a gambler.🤣

#GatePartnersWithVisaToLaunchCrypto-LinkedCard
Gate × Visa — Bringing Crypto Into Everyday Life
🚨💳 FROM CRYPTO HOLDINGS TO EVERYDAY SHOPPING! GATE × VISA IS BRINGING DIGITAL ASSETS
CLOSER TO REAL LIFE! 🌍🔥
💳 1. WHAT IF YOUR CRYPTO COULD PAY FOR YOUR NEXT PURCHASE?
Imagine buying groceries, ordering food, shopping online, booking a hotel, or paying for everyday essentials while using assets connected to your crypto account.
This is the exciting possibility behind Gate and Visa joining forces to introduce a crypto-linked payment card, with plans to expand into more than 40 markets worldwid

Strategy has added another 1,665 BTC, bringing its holdings to a record 847k BTC. Saylor’s infinite-ammo mode is still going; this is no longer about whether to buy, but when to stop. The institutional accumulation trend hasn’t stopped, but can retail investors follow? Positions and cash flows are different, so don’t blindly copy.

#余币宝USDT享11%年化 In a choppy market, managing USDT is not just about waiting for the next entry. It is also about deciding how much capital should remain liquid and how much can be allocated to earn products.
The Gate Idle Funds Treasure × Coin Treasure Phase 2 event offers different options based on net deposits. Idle Funds Treasure advertises a combined annualized rate of up to 4% for net deposits of at least 10,000 USDT and up to 5% for net deposits of at least 50,000 USDT. Eligible VIP users depositing at least 100,000 USDT can access a 7-day fixed-term option with a combined annualized rate

Kamino Lend has flipped USDD in total value locked, $1.32 billion against $1.22 billion.
Kamino Lend now ranks 37th of 53 DeFi protocols above $1.00 billion on that measure.

I've truly seen it all.
What kind of evil monster would even think of something like this?

Gate Appears at TOKEN2049: While Others Chase Trends, It Still Has to Play the Ecosystem Game Well
If the crypto industry is compared to a large marathon, TOKEN2049 is an important pit stop where participants exchange experiences and showcase their capabilities. What deserves attention about Gate’s appearance at this international industry event is not just brand exposure, but also how the platform can leverage industry exchanges to find new opportunities for product innovation and ecosystem development.
In the past, people primarily judged trading platforms by trading volume, fees, and the nu

In my view:
The only truly valuable asset is food.
Next come gold and the US dollar; nothing else can maintain a stable value!

gm,
is a good day to have a good day. and to do something ridiculous.
🐸

U sitting idle on an exchange? You might as well put it to work
Gate has launched Ondo Intelligent Portfolios this time, letting one token bundle a basket of assets. It also launched two campaigns:
Launchpool: Stake USDT and other tokens to mine BLKHION, with a prize pool of over 150,000 U
Hold designated OIPs for Soft Staking with an 8% annualized yield, no lockup, and withdraw anytime
📌 Participation is simple: Log in to Gate ➔ and enter the Launchpool page to stake with one click
#GateBooster #OndoIntelligentPortfolios #BLKHION

I’m honestly having a hard time understanding Trump’s moves over the past couple of days😂He was just sanctioning Russia, and now he’s reached a diesel supply agreement with Putin, with Russia preparing to provide more than 300,000 tons of diesel first, while the U.S. Treasury is also easing the relevant sanctions. This plot is moving way too fast.However, from the perspective of gold $XA trading, what I’m most concerned about right now is oil prices.
The U.S. has been battered enough by energy prices. If this batch of diesel can truly ease the supply crunch, inflationary pressure may have a c

🚨 Around 700,000 $BTC have left exchanges in the past 365 days.
Less Bitcoin on exchanges could mean less immediate selling pressure.
Are investors preparing to hold for the long term? $BTC ‌

$STRK ‌STRK/USDT – Perp
🚀 Why did Starknet pump? Because it finally scaled its gas fees.
Bias: Parabolic +59% move, now consolidating below 0.11868. Overbought, expect high volatility. 📊
---
📈 Long – Pullback Buy
Entry: 0.1050 – 0.1080
TP1: 0.1180
TP2: 0.1238
TP3: 0.1300
SL: 0.1000
📈 Long – Breakout
Entry: 0.1190 – 0.1200
TP1: 0.1280
TP2: 0.1350
TP3: 0.1450
SL: 0.1150
📉 Short – Rejection
Entry: 0.1200 – 0.1238
TP1: 0.1120
TP2: 0.1050
TP3: 0.0980
SL: 0.1260
📉 Short – Breakdown
Entry: 0.1070 – 0.1080
TP1: 0.1000
TP2: 0.0930
TP3: 0.0860
SL: 0.1120
🟢 Spot Buy
Entry: 0.1050 – 0.1100
TP1: 0.

October 11 Evening Strategy Plan Priority Ranking, for Followers Only
Evening Trading Priorities
Do not chase entries in the 2499—2505 range
For long positions, wait only for 2493—2496 to stabilize
For short positions, wait only for 2506—2512 to be rejected
A breakout above 2518 must wait for the close and a retest
A drop below 2493 must wait for a rebound confirmation
Set a stop-loss when opening a position; do not manually hope to hold through the loss
After two consecutive stop-losses, stop trading for the day
If the daily loss reaches 1%—2% of total capital, stop trading
Do not add to losi

“I will find the formula for reversing time”

$INJ The most unusual detail in today's market action is not the 5.82% gain, but that MA5 remains below MA20 even after the rise—the price has moved first, while the moving averages have yet to confirm. This “price breaks through, but the moving averages do not” structure is precisely a classic example for judging whether a trend can continue.
Here is a reusable method: to assess the health of a rebound, look at the moving average alignment first, then the direction of the momentum histogram. In a healthy uptrend, MA5 crossing above MA20 and the MACD histogram turning green must occur togethe

APTOS Team and Investor Vesting Ends Oct. 12; Monthly Unlocks Drop ~60%
Aptos closes its four-year vesting for core contributors and early backers on Oct. 12 (formal end tied to the network’s October 2022 mainnet anniversary). The last large monthly release was ~11.31 million $APT (~$9 million, about 0.64% of circulating supply); after this, scheduled monthly releases fall to roughly 4.54 million APT directed to Community and Foundation pools until 2032. Annual planned releases drop from around 135.7 million to 54.5 million APT.