Binance Square

Kiploks

Building Kiploks.com - a strategy robustness engine for algorithmic trading. Focused on failure modes, walk-forward analysis, and parameter fragility.
Άνοιγμα συναλλαγής
Συχνός επενδυτής
7.6 χρόνια
20.0K+ Ακολούθηση
5.0K+ Ακόλουθοι
488 Μου αρέσει
2 Κοινοποιήσεις
Δημοσιεύσεις
Χαρτοφυλάκιο
·
--
Good freqtrade guide. But the author confirmed the main problem himself 40% over 3 years vs simply holding BTC. Short timeframes (5m/15m) get eaten by noise and fees. Strategies need honest testing. My repo with ready-made configs: https://github.com/kiploks/kiploks-freqtrade
Good freqtrade guide. But the author confirmed the main problem himself 40% over 3 years vs simply holding BTC. Short timeframes (5m/15m) get eaten by noise and fees. Strategies need honest testing. My repo with ready-made configs: https://github.com/kiploks/kiploks-freqtrade
朱老师区块链
·
--
30天成为量化高手-数据下载回测
一.Config文件配置
config.json默认路径:freqtrade\user_data中,如果是第一次可以使用命令:
freqtrade new-config --config user_data/config.json
生成基本配置文件。
   用vs code 打开config文件,如下所示:其中exchange中的key和secret需要自己在对应交易所找到(各人中心有个API选项),如下图所示
如果用户第一次使用,建议注册一个新的账号,可以使用
 我的推荐码:BN邀请码CPA_00O21LF9HR

参数表如下:
https://www.freqtrade.io/en/stable/configuration/,具体可以查看,只列举出一些重点参数,

 
二.数据下载
进入到freqtrade中,激活虚拟环境,
输入命令
freqtrade download-data --exchange okx --pairs BTC/USDT

参数          
--paris 可以指定交易对,否则就默认使用coinfig文件中的;
--timeframes 可以指定下载历史 K 线图 (OHLCV) 数据的时间范围。默认--timeframes 1m 5m下载 1 分钟和 5 分钟的数据,当然你可以输入4h,1d指定4小时和1天数据。
--timerange可以指定下载的时间,比如-timerange 20200101-- 这将下载自 2020 年 1 月 1日起的所有数据。
--erase 可以擦除之前的数据从新下载
----prepend,可以下载之前没有的数据,不会覆盖旧数据

三.执行策略回测
首先,您可以使用以下命令:
freqtrade new-strategy --strategy AwesomeStrategy
AwesomeStrategy这将创建一个从模板调用的新策略,该策略将使用文件名进行定位user_data/strategies/AwesomeStrategy.py。
 
然后执行回测
freqtrade backtesting --timerange 20220101- --timeframe 5m --pairs "BTC/USDT" --strategy AwesomeStrategy

当然你也可以自定义一个策略,比如双均线策略,可以直接让chatgpt帮你写一个,然后你放到freqtrade的策略文件库中,
执行命令           
 freqtrade backtesting --timerange 20220101- --timeframe 4h --pairs BTC/USDT --strategy DoubleMA
剩下的,就是不断的优化你的策略,直到你跑到一个比较合理的利润。从我目前的测试结果来看,指标项时间越小,比如5分钟,15分钟级,亏钱的概率非常高,如果把指标拉到4H-1D级别,赚钱的概率就会大大提高,但是收益也是不高,比如我跑的双均线策略,从2022年1月1日模拟到2025年4月1号,收益差不多是40%,远远没有我持有比特币不动的收益高。
所以策略肯定是要不断优化的,那么后续就是优化策略的问题,我认为群体智慧大于个体智慧,所以欢迎加入量化陪跑训练营,一起贡献集体智慧,说不定小团队可以达到别人量化团队的策略能力,万一干成那就赚了,干不成,目前从跑的情况来看也不会超过10%的亏损。
Good point
Good point
Crypto With Santosh
·
--
⚠️ STOP ✋ Before You Touch $XRP — READ THIS FIRST 👀

Everyone’s screaming “XRP BREAKOUT” right now... but pause for a second. 🕒
Here’s the truth nobody wants to tell you:

💥 XRP’s 24h volume just doubled — yet price refuses to explode.
That’s not FOMO fuel… that’s smart money quietly setting a trap. 🐳

Ripple’s legal drama isn’t over, audits are ongoing, and whales are scooping dips while retail chases green candles. Classic liquidity play.

📊 The REAL zone to watch = $2.70 – $3.10
Break above = 🚀
Fail = 🩸 brutal shakeout.

🔑 Rules for survival:
✅ Volume spike ≠ instant moon
✅ Wait for CONFIRMATION, not rumors
✅ Don’t chase pumps — let whales do that
✅ Discipline > Emotion (ALWAYS)

Remember: In crypto, the move you don’t make often saves more money than the one you FOMO into. 🧠

👉 Follow Crypto With Santosh for daily no-BS breakdowns before the herd even notices. 🚀

#XRP #CryptoTrading #RealityCheck #Write2Earn
Just wait a bit longer, XRP is a good coin and there’s a high chance it will recover
Just wait a bit longer, XRP is a good coin and there’s a high chance it will recover
Trend-Watch
·
--
$XRP
💔😢 Just got scammed out of $1,000 in a P2P trade… 💸🕳️
I thought I was safe — ✅ verified profile, ⭐ strong ratings, 📑 “perfect” proof of payment… but it was all a setup. The second I confirmed, the scammer vanished. Funds never showed up. 🚨

⚡ My Mistakes:
🚫 Trusted fake screenshots
🚫 Confirmed too fast
🚫 Ignored red flags 🚩

🛡️ Tips to Protect Yourself:
1️⃣ Confirm only when money is actually in your account 💳
2️⃣ Screenshots = worthless proof ❌
3️⃣ Don’t fall for pressure tactics ⏳⚠️

This was a painful $1K lesson 💔😭… Please be smarter, stay alert, and don’t let it happen to you. 🙏✨
It’s better when crypto is like an additional source of income. I think the result is better that way.
It’s better when crypto is like an additional source of income. I think the result is better that way.
SquareSatoshi
·
--
am a 32-year-old man, supporting my family of 4 members.
Crypto has changed my life — from sleepless nights studying charts to making profits exceeding $90,am a 32-year-old man, supporting my family of 4 members.
Crypto has changed my life — from sleepless nights studying charts to making profits exceeding $90,000 🚀
Soon I will proudly say: I am a millionaire 💎🙌
#BNBBreaksATH #BNB 000 🚀
Soon I will proudly say: I am a millionaire 💎🙌
#BNBBreaksATH #BNB
Not yet
Not yet
AI Researcher
·
--
Ανατιμητική
Can $OM reach $9 again? Are you believe in #om ?
hmmm, cool
hmmm, cool
Grip_Master
·
--
Ανατιμητική
$MYX 听着,链上数据大爆发了,那些大鲸鱼控制了4%的供应,价格从0.1直接飙到14,140倍的巨大涨幅,相信我,兄弟们,这太了不起了!

{future}(MYXUSDT)
OM at $0.164, down -5.03% in 24h, crashed from $6.3 (-90%) due to liquidations and dump rumors. Be cautious with it! 📉
OM at $0.164, down -5.03% in 24h, crashed from $6.3 (-90%) due to liquidations and dump rumors. Be cautious with it! 📉
Luna_Charm
·
--
🚨 SC*M of the HISTORY 🚨
I lose all of my Money in this shitty
Coin $OM From $7 to $0.1. A Big
loss of the Public who also invested
in this $OM Coin 🤬👈
XRP Price Prediction for the Next 2 Weeks: From Consolidation to Breakout?Hey, crypto fam! 🚀 As of September 25, 2025, $XRP is trading around $2.90, showing a slight recovery after a recent correction. The crypto market is jittery due to ETF decision expectations and global macro news, but XRP is holding strong. Let’s dive into what to expect by October 9, based on technical analysis, news, and community sentiment. Current Situation - Price Today: $2.909 (daily close). - Key Levels: Support at $2.70–$2.80 (20 EMA on weekly chart), resistance at $3.00–$3.10. Holding above $2.70 signals bullish momentum. - Influencing Factors: Anticipation of a spot XRP ETF approval by mid-to-late October could push prices higher. Plus, XRP’s integration into DeFi on Flare adds optimism. However, if BTC drops below $96k, XRP might test $2.58–$2.65. Technical Analysis On the weekly chart, XRP is consolidating in the upper part of a Darvas box after a bullish break of structure (BOS). RSI is neutral, but a bounce from the 20 EMA is a good sign for trend continuation. Daily charts show XRP attempting a second bounce from the 100 EMA, and if successful, a test of $3.00 is likely. Historically, after 3–4 rejections from a trend line, a pump follows - we’re on the third, so the fourth could be the last before a surge. But beware: a weekly close below $3.02 could activate bears, targeting $2.65. 2-Week Forecast (September 25 – October 9) - Base Case (60% probability): Consolidation with slight growth to $3.00–$3.20. ETF news confirmation could act as a catalyst. - Bullish Case (30%): Breakout above $3.10, targeting $3.40–$4.00 by early October, especially if BTC stabilizes. - Bearish Case (10%): Failure to hold $2.70, testing $2.42–$2.60, but this would be a great buying zone before a rally. Scenarios: - Base Case: $3.00–$3.20 | Trigger: Holding $2.80 - Bullish Case: $3.40–$4.00 | Trigger: ETF approval + BTC > $100k - Bearish Case: $2.42–$2.60 | Trigger: BTC falls below $96k Conclusion $XRP looks primed for a move up, but volatility is high - keep an eye on BTC and Ripple news. This is not financial advice, DYOR and trade at your own risk! What do you think - will we hit $4 or see a dip first? Share in the comments! #XRP #Ripple #CryptoForecast #XRPArmy #PricePredictions

XRP Price Prediction for the Next 2 Weeks: From Consolidation to Breakout?

Hey, crypto fam! 🚀 As of September 25, 2025, $XRP is trading around $2.90, showing a slight recovery after a recent correction. The crypto market is jittery due to ETF decision expectations and global macro news, but XRP is holding strong. Let’s dive into what to expect by October 9, based on technical analysis, news, and community sentiment.
Current Situation
- Price Today: $2.909 (daily close).
- Key Levels: Support at $2.70–$2.80 (20 EMA on weekly chart), resistance at $3.00–$3.10. Holding above $2.70 signals bullish momentum.
- Influencing Factors: Anticipation of a spot XRP ETF approval by mid-to-late October could push prices higher. Plus, XRP’s integration into DeFi on Flare adds optimism. However, if BTC drops below $96k, XRP might test $2.58–$2.65.
Technical Analysis
On the weekly chart, XRP is consolidating in the upper part of a Darvas box after a bullish break of structure (BOS). RSI is neutral, but a bounce from the 20 EMA is a good sign for trend continuation. Daily charts show XRP attempting a second bounce from the 100 EMA, and if successful, a test of $3.00 is likely.
Historically, after 3–4 rejections from a trend line, a pump follows - we’re on the third, so the fourth could be the last before a surge. But beware: a weekly close below $3.02 could activate bears, targeting $2.65.
2-Week Forecast (September 25 – October 9)
- Base Case (60% probability): Consolidation with slight growth to $3.00–$3.20. ETF news confirmation could act as a catalyst.
- Bullish Case (30%): Breakout above $3.10, targeting $3.40–$4.00 by early October, especially if BTC stabilizes.
- Bearish Case (10%): Failure to hold $2.70, testing $2.42–$2.60, but this would be a great buying zone before a rally.
Scenarios:
- Base Case: $3.00–$3.20 | Trigger: Holding $2.80
- Bullish Case: $3.40–$4.00 | Trigger: ETF approval + BTC > $100k
- Bearish Case: $2.42–$2.60 | Trigger: BTC falls below $96k
Conclusion
$XRP looks primed for a move up, but volatility is high - keep an eye on BTC and Ripple news. This is not financial advice, DYOR and trade at your own risk! What do you think - will we hit $4 or see a dip first? Share in the comments!
#XRP #Ripple #CryptoForecast #XRPArmy #PricePredictions
Optimism (OP) - Weekly PredictionCurrent Price $OP : ~$0.690 Scenarios for the week: Base scenario: OP is likely to fluctuate between ~$0.65 and ~$0.75, with a possible slight dip to ~$0.60 by the end of the week. Optimistic scenario: Price could break up to ~$0.78 if the overall crypto market is favorable and positive news appears. Pessimistic scenario: Price may drop to ~$0.55 - $0.60 if the market trend is negative or trading activity is weak. Notes: Cryptocurrencies are highly volatile, predictions are uncertain.Monitor market news and price movements before making decisions. $OP #prediction @kiploks

Optimism (OP) - Weekly Prediction

Current Price $OP : ~$0.690
Scenarios for the week:
Base scenario:

OP is likely to fluctuate between ~$0.65 and ~$0.75, with a possible slight dip to ~$0.60 by the end of the week.
Optimistic scenario:

Price could break up to ~$0.78 if the overall crypto market is favorable and positive news appears.
Pessimistic scenario:

Price may drop to ~$0.55 - $0.60 if the market trend is negative or trading activity is weak.
Notes:
Cryptocurrencies are highly volatile, predictions are uncertain.Monitor market news and price movements before making decisions.
$OP #prediction @Kiploks
Cool 😎
Cool 😎
Hawk泉韵花影
·
--
有美国持币者把🦅 #Hawk 标志张贴在美国自由女神像下面了,抖音评论区刷到的!
因为 #Hawk 的使命是传播自由理念!
与自由女神完美结合!
#白头鹰Hawk2025最牛的币
@ShakirH01 @山茶谈币 @meerpk @Kiploks @Square-Creator-fb1c1fd6a @Syed wali @QuikNotes @Taha 14 比特币 @Deloise Cash FXgE @CRYPTO_SAKHAWAT
yeees, good luck 🤞
yeees, good luck 🤞
Noor Ullah Mehsood
·
--
Can become a Millionaire ???😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭
bearish
bearish
James henry
·
--
Ανατιμητική
"Why $OM
{spot}(OMUSDT)
OM? You’ve ruined my life 😭😭😭
I can’t take this… I’m done!
This is the end! 😭😭😭😭😭😭"
😂😂😂😂😂
😂😂😂😂😂
Crypto PM
·
--
Damn , this is so Real 😂
sweet dreams 😂
sweet dreams 😂
Crypto pro
·
--
Ανατιμητική
🔥 $OM is gearing up for a comeback! 🚀
From ashes to glory — charts are heating up, and momentum is building. 📈
Is this the start of the next big lift-off? 🌙✨
#Congratulations😊😍 $OM holders ..🏆
You are wrong. Bearish
You are wrong. Bearish
CoinHarbinger
·
--
Ανατιμητική
One day $OM Will changed our Life
Soon 6$ 💰💸
I think 200% is no longer available.
I think 200% is no longer available.
Hasnat163
·
--
Ανατιμητική
$PROVE

My analysis on current position of prove coin:

I am feeling after touching a top of 1.39 today's whales are accumulating it before next high jump to 1.4 and 1.5 , due to continuous jumps from 1.31 to 1.33 it shows that support lvl is 1.30 and resistance is 1.33 ,

still , I believe it's just a matter of minutes or even seconds as volume of trade is continously increasing once it has to explode and rise to maximum.

Best way is to do small scalp trades and wait for big moments , use limit orders and hold it , buying the dip could also be a favour win win situation, along side using specifical offer you can gain upto 200 % or flexible earning by stacking / holding prove coins .

There is no need to worry as the jump from 1.18 gave the confidence and who has not panic yet would be rewarded due to patience!!

always do risk analysis and you can visit the official website and x page for details and utility of the project.

#MarketTurbulence
#CryptoIntegration
#HotJulyPPI
#Succinct
·
--
Υποτιμητική
Weekly analysis of Solayer ($LAYER ) Current Market Situation Price today — around $0.61 (CoinMarketCap, Kraken). 24h trading volume — approx. $11–17M. Market cap — around $173M. Technical Analysis TradingView shows a neutral technical outlook; oscillators and moving averages point to “Neutral.” Bitget (1D timeframe): Overall signal — “Sell” (12 Sell, 5 Buy, 8 Neutral). Oscillators: 4 Buy, 6 Neutral. Moving averages: 12 Sell, 1 Buy, 2 Neutral. Pivot levels: Support (S1-S3): ~$0.587–$0.602 Resistance (R1-R3): ~$0.614–$0.628 Weekly Forecasts MEXC (assuming 5% annual growth): Expected price by end of the week (~Aug 25): $0.610184. Suggests a very mild rise from the current ~$0.6096. TradersUnion: Predicts price could drop to $0.574 within a week. Weekly Performance TradingView (LAYER/USDT): Past week — about −5.1%. Past month — about −11.4%. Yearly growth — impressive +664%, though far below the ATH (~$3.41 in May 2025). AltFins: 1D: −1.98% 7D: −5.54% From ATH: −85% Outlook and Key Levels For the coming week: Dominant technical signals lean bearish — especially on Bitget. Key levels: Support: $0.587–$0.602 Resistance: $0.614–$0.628 Expected range: Base case: $0.574–$0.610 Bearish case: drop toward $0.574 Overall trend: consolidation or mild bearish movement, following the recent ~5–6% weekly decline. 📌 In short: Solayer (LAYER) is likely to stay under pressure this week, with limited upside near $0.61 and downside risk toward $0.574.
Weekly analysis of Solayer ($LAYER )

Current Market Situation
Price today — around $0.61 (CoinMarketCap, Kraken).

24h trading volume — approx. $11–17M.
Market cap — around $173M.

Technical Analysis

TradingView shows a neutral technical outlook; oscillators and moving averages point to “Neutral.”

Bitget (1D timeframe):

Overall signal — “Sell” (12 Sell, 5 Buy, 8 Neutral).
Oscillators: 4 Buy, 6 Neutral.
Moving averages: 12 Sell, 1 Buy, 2 Neutral.

Pivot levels:

Support (S1-S3): ~$0.587–$0.602
Resistance (R1-R3): ~$0.614–$0.628

Weekly Forecasts

MEXC (assuming 5% annual growth):
Expected price by end of the week (~Aug 25): $0.610184.
Suggests a very mild rise from the current ~$0.6096.

TradersUnion:

Predicts price could drop to $0.574 within a week.
Weekly Performance

TradingView (LAYER/USDT):

Past week — about −5.1%.
Past month — about −11.4%.

Yearly growth — impressive +664%, though far below the ATH (~$3.41 in May 2025).

AltFins:
1D: −1.98%
7D: −5.54%
From ATH: −85%

Outlook and Key Levels
For the coming week:
Dominant technical signals lean bearish — especially on Bitget.

Key levels:

Support: $0.587–$0.602
Resistance: $0.614–$0.628

Expected range:

Base case: $0.574–$0.610
Bearish case: drop toward $0.574

Overall trend: consolidation or mild bearish movement, following the recent ~5–6% weekly decline.

📌 In short: Solayer (LAYER) is likely to stay under pressure this week, with limited upside near $0.61 and downside risk toward $0.574.
Α
LAYER/USDC
Τιμή
0,6335
·
--
Υποτιμητική
Conflux ($CFX ) 7-day outlook Short-term Forecast (up to 7 days) CoinCodex Predicts a +6.81% increase over the next week, reaching $0.1901 by August 19, 2025. Weekly price range: $0.178142 – $0.181698, with a potential push to the upper bound (+2%) by August 25. CoinLore In 10 days, price could hit $0.2183 by August 24, and stabilize near $0.2166 by August 26. Key levels: Support: $0.1736 Resistance: $0.2081 (next: $0.2273, $0.2467) - CoinCodex expects moderate growth, with CFX moving in the range of $0.178 – $0.1817 over the next week, potentially climbing toward $0.1901. - CoinLore gives a more aggressive outlook: in 10 days the price could reach $0.2183, testing resistance at $0.2081, with higher targets at $0.2273 and $0.2467. - CoinCheckup is more conservative, predicting CFX around $0.1852, which is about a +2.8% increase. - Binance user outlook points to a modest rise, with the price near $0.17807 by the end of the week, about +5% from the current level. Current RSI = 27, indicating oversold conditions and a possible bullish reversal. CoinCheckup 7-day forecast: +2.80% → around $0.1852. Expecting a +5% rise → around $0.17807 by the end of the week. Current Market Situation Down 14–16% in the past week, despite a +60–70% surge in the last month. TradingView’s short-term and weekly technicals: Buy, suggesting possible entry opportunities. #Signal🚥. #CFX
Conflux ($CFX ) 7-day outlook

Short-term Forecast (up to 7 days)

CoinCodex

Predicts a +6.81% increase over the next week, reaching $0.1901 by August 19, 2025.

Weekly price range: $0.178142 – $0.181698, with a potential push to the upper bound (+2%) by August 25.

CoinLore

In 10 days, price could hit $0.2183 by August 24, and stabilize near $0.2166 by August 26.

Key levels:

Support: $0.1736

Resistance: $0.2081 (next: $0.2273, $0.2467)

- CoinCodex expects moderate growth, with CFX moving in the range of $0.178 – $0.1817 over the next week, potentially climbing toward $0.1901.
- CoinLore gives a more aggressive outlook: in 10 days the price could reach $0.2183, testing resistance at $0.2081, with higher targets at $0.2273 and $0.2467.
- CoinCheckup is more conservative, predicting CFX around $0.1852, which is about a +2.8% increase.
- Binance user outlook points to a modest rise, with the price near $0.17807 by the end of the week, about +5% from the current level.

Current RSI = 27, indicating oversold conditions and a possible bullish reversal.

CoinCheckup

7-day forecast: +2.80% → around $0.1852.

Expecting a +5% rise → around $0.17807 by the end of the week.

Current Market Situation

Down 14–16% in the past week, despite a +60–70% surge in the last month.

TradingView’s short-term and weekly technicals: Buy, suggesting possible entry opportunities.

#Signal🚥. #CFX
Α
CFX/USDC
Τιμή
0,1789
Congratulations! Respect! 💥
Congratulations! Respect! 💥
Hamayoon_1
·
--
$YALA
Reached 4000% profit, congratulations! I have been posting about this coin from the very beginning until now🎈🎈🎈🎈🎈
Conflux ($CFX ): Current Momentum:Conflux is trading around $0.194, experiencing a modest intraday decline (~ −0.02%), with the day's range between $0.1939 and $0.2026. Short-Term Range: According to Coinlore, CFX is expected to trade within $0.1919–$0.1956 over the next 24 hours. Support & Resistance Levels:Support sits near $0.1736, while resistance is around $0.2081. A close above resistance could open the path toward $0.2273; conversely, a drop below support may lead to further losses. Sentiment & Technical Signals: The RSI is currently around 37.8, signaling neutral conditions—not oversold or overbought—suggesting a balanced short-term outlook. Summary: Expect Conflux to hover between ~$0.192 and ~$0.196 in the next 24 hours. A breakout above $0.208 could push toward $0.227, while a drop below $0.174 might trigger deeper losses. Right now, momentum is mostly sideways, with no clear directional trend. #CFX #Signal🚥.
Conflux ($CFX ):

Current Momentum:Conflux is trading around $0.194, experiencing a modest intraday decline (~ −0.02%), with the day's range between $0.1939 and $0.2026.

Short-Term Range:
According to Coinlore, CFX is expected to trade within $0.1919–$0.1956 over the next 24 hours.
Support & Resistance Levels:Support sits near $0.1736, while resistance is around $0.2081. A close above resistance could open the path toward $0.2273; conversely, a drop below support may lead to further losses.

Sentiment & Technical Signals:
The RSI is currently around 37.8, signaling neutral conditions—not oversold or overbought—suggesting a balanced short-term outlook.

Summary:
Expect Conflux to hover between ~$0.192 and ~$0.196 in the next 24 hours. A breakout above $0.208 could push toward $0.227, while a drop below $0.174 might trigger deeper losses. Right now, momentum is mostly sideways, with no clear directional trend.

#CFX #Signal🚥.
Α
CFX/USDC
Τιμή
0,2077
Συνδεθείτε για να εξερευνήσετε περισσότερα περιεχόμενα
Εξερευνήστε τα τελευταία νέα για τα κρύπτο
⚡️ Συμμετέχετε στις πιο πρόσφατες συζητήσεις για τα κρύπτο
💬 Αλληλεπιδράστε με τους αγαπημένους σας δημιουργούς
👍 Απολαύστε περιεχόμενο που σας ενδιαφέρει
Διεύθυνση email/αριθμός τηλεφώνου
Χάρτης τοποθεσίας
Προτιμήσεις cookie
Όροι και Προϋπ. της πλατφόρμας