What Is Walk-Forward Backtesting? How Can Continuously Updating the Training Window Test Whether a Strategy Can Adapt to Different Market Phases?
In the cryptocurrency market, prices go through uptrends, downtrends, and sideways movements, and the same strategy may not always work. Walk-forward backtesting repeatedly validates a strategy across multiple time periods by moving the training and testing windows forward, helping traders determine whether it is stable rather than performing well only during one stretch of historical market activity.
First, what is walk-forward backtesting?
Walk-for

ACaiStar an hour ago

The code is updated every day—does that necessarily mean the project is making progress?
“This project made hundreds of code commits in one week. The development pace is intense!”
That sounds convincing, but don’t focus only on the number of commits.
It’s like editing a document: some people write an entire chapter at once, while others hit save after changing a single punctuation mark. More saves don’t necessarily mean more content has been completed.
Code commits work the same way: adding features, fixing issues, updating documentation, and adjusting formatting can all create commit records.

Maneki_neko29 minutes ago

What Is Order Book Depth? How Can the Distribution of Buy and Sell Orders Help Estimate the Potential Price Impact of Large Orders?
In cryptocurrency trading, the latest price shown on screen does not mean every trader can execute at that price. What really affects how large orders are executed is the volume of buy and sell orders at different price levels. Order book depth can help traders assess the market’s ability to absorb orders and the potential price impact of buying and selling.
First, what is order book depth?
The order book records limit buy and sell orders in the market that have n

NightMaster an hour ago

10/29 Intraday Levels Update! Follow for ongoing updates
‍#BTC / #ETH / #黄金 / U.S. stocks #SNDK
Overall strategy: Favor shorting at highs, with selective longs at lows; patiently wait for the next round of selling.
The short-term rebound after the rate decision has not changed my main view. Continue looking for short opportunities above; there is still room to fall below, so there is no rush to go in heavily on bottom-fishing.
Pay close attention to the market window from Friday through the weekend. I lean toward another accelerated move lower; wait for panic to subside and for support to emer

BTC-0.67%

ETH-1.26%

SNDK+7.68%

MU+5.68%

CryptoBlack 8 minutes ago

BNT has been distributed so many times this month—at least three or four times.
Whether you bought OTC or kept mining all this time, you must have made quite a bit, right?
The price on the Safe exchange is currently 0.17U. Those who got in can enjoy another big meal of pork trotter rice.
It’s all about the privacy narrative. Does this shady market maker have what it takes to build the next ZEC?
The path from the past few days and the BNT from a few months ago have finally borne fruit.
This run paid off big—I hit my target for the month outright. Taking a couple of days off.

BNT-0.60%

SAFE-5.04%

ZEC+1.16%

PATH+0.96%

CryptoMishu2 hours ago

WCTC S9 Gate Square Carnival: Team Up, Share & Win a Share of 50,000 USDT + GT https://www.gate.com/campaigns/6559?ref=VLARBF1YAG&ref_type=132

GT-2.41%

RememberMean hour ago

BTC

LIVE2,046

LiuBeiPrince 39 minutes ago

Can you trade on-chain around the clock while real-world markets take a break?
If you come across a stock-like token over the weekend that you can still buy and sell, does that mean the stock market behind it is open too?
Not necessarily.
It’s a bit like being able to place an order in an online store in the middle of the night, while the warehouse may not ship it until later. On-chain transfers, token trading, trades in the underlying asset, and redemptions each have their own schedules.
Some products allow longer trading hours, but once traditional markets close, there may be no new regular

RWA-0.39%

CyrilDefi 2 hours ago

The Fed just held rates at 3.75% to 4.00%.
Bitcoin's reaction:
Popped above $81K on the news.
Gave it all back within minutes.
Now sitting around $80.2K.
But two things caught my eye:
Two Fed governors voted for a HIKE.
So the next move isn't a cut. It's either a pause or another hike.
And right before the decision, nearly 15,000 BTC got pulled off exchanges.
That's over $1.2 billion moving into private wallets.
People don't withdraw coins they plan to sell.
Still not done this week:
Today: PCE inflation data
Tomorrow: $11B in Bitcoin options expire
$79K is the floor.
$82K is where things get

BTC-0.67%

BittangSanZang19 minutes ago

I should read more books,
because I’ve realized
that people these days can’t say anything remotely insightful.
I’ve also been studying a little psychology lately.

CryptoMishuan hour ago

#谷歌云增长103%股价却跌近10% #每周来晒 Google's sharp after-hours drop this time shows that investors now demand stronger evidence that the “AI story” can continue to deliver. In the short term, the market is focused more on earnings and cash flow, while betting on AI growth over the long term.
Why cloud business surged while the stock fell
The cloud business is indeed very strong: Google Cloud revenue grew 103% year over year to $30.709 billion; operating profit was $11.121 billion, and its margin rose to 36.2%. AI infrastructure, solutions, and TPU sales are all driving growth.
Core advertising showed cra

GOOGL+1.58%

GoldReturnsToItsTrueNature an hour ago

Price reacted without touching our zone
It was 40 points away from our entry
Entry conditions are already present on the lower 5M timeframe
I’ll wait for price to pull back into the 41/39 zone to enter
If it extends to the 15M timeframe, I’ll continue holding for the next TP.
Conversely, if there’s no pullback and it expands on a higher timeframe here, we’ll enter at market or miss this trade🤝

LingGe 2 hours ago

This is at least a million!
Do the whole thing from top to bottom.
How did the chest disappear?

CryptoCircleBullSays 3 minutes ago

$XRP Currently at 1.2965, down 2.35% over 24H. The 1H is weak (RSI39), below the 4H (RSI46), with volume at 0.67x. Holding above the 1.3442 resistance could signal continuation, while a break below the 1.2867 support could accelerate the move lower. Watch whether 1.3442 holds and volume recovers; a break below 1.2867 invalidates the setup. Market volatility is high; for observation only.

XRP-1.15%

CryptoMishu2 hours ago

I'm trading on Gate, a top-tier exchange with a 13-year track record. Come join me and dive into the hottest events right now! https://www.gate.com/campaigns/6502?ref=VLARBF1YAG&ref_type=132

CryptoMishuan hour ago

#JPMorganTokenizedFundsExpandToSolana
JPMorgan’s Expansion of Tokenized Money Market Funds to Solana: A Detailed Step-by-Step Analysis of Institutional Adoption and Its Implications for the Network
On October 22, 2026, J.P. Morgan Asset Management announced that its tokenized money market funds — My OnChain Net Yield Fund (MONY) and JPMorgan OnChain Liquidity–Token Money Market Fund (JLTXX) — are now available on the Solana blockchain for qualified U.S. investors through the firm’s Morgan Money platform. This multi-chain expansion marks a significant milestone in the intersection of tradition

CryptoMishu2 hours ago

🔥 What’s worth talking about today? Gate Square trending topics are live!
🔹 #FedKeepsRatesSteady
Rates stayed unchanged, but two policymakers backed a hike. Will $BTC react more to inflation data or the Fed’s next policy signal?
🔹 #GoogleCloudSurges103PercentButStockFalls
AI and cloud growth remain strong, but profits are under pressure. Does the market care more about growth or monetization now?
🔹 #Gate24HNetInflowsRankTop2
Gate recorded around $57.97M in 24-hour net inflows, ranking second among global CEXs. Can continued inflows translate into stronger trading activity?
Quality content

Gate_Square2026-10-29 04:13:58

BTC-0.67%

Join 40 M users in our growing community

⚡️ Join 40 M users in the crypto craze discussion

💬 Engage with your favorite top creators

👍 See what interests you

Join 40 M users in our growing community

Trending Topics

FedKeepsRatesSteady

Gate24HNetInflowsRankTop2

GoogleCloudSurges103%ButStockFalls

Upload Local Image

Upload Local Video

Join 40 M users in our growing community

Trending Topics

FedKeepsRatesSteady

Gate24HNetInflowsRankTop2

GoogleCloudSurges103%ButStockFalls