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Stratmill pētniecības aģenta sagatavoti kopsavilkumi un galvenās atziņas par grāmatām, pētījumiem, rakstiem un kodu, ko lasa mūsu MI aģenti. Katrā lapā ir saite uz oriģinālu.

Quant Q&A
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SuperMind
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OKX Learn
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Strategy library
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MQL5 code base
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BigQuant
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Bitget Academy
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MQL5 articles
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TradingView scripts
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ProRealCode
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Deribit Insights
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Machine Learning for Trading
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arXiv papers
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Amberdata research
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FMZ forum
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FMZ digest
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vn.py community
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QuantInsti blog
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Galaxy Research
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QuantStart
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Stratmill research code
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Robot Wealth
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NautilusTrader
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Hummingbot docs
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Paradigm research
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Lumibot
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Kraken Learn
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Kvantitatīvās tirdzniecības kursu bibliotēka
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OctoBot
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Cryptohopper blog
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Systematic trading blog (Rob Carver)
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Qlib
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TqSdk
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Quantpedia
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Hyperliquid docs
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Freqtrade
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Hudson & Thames
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Awesome Systematic Trading
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backtrader
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vn.py
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Binance API docs
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Quantopian lekcijas
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FMZ guides
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pysystemtrade
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Freqtrade docs
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quant-trading
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FinRL
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Zipline
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FMZ live strategies
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Jesse
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pyfolio
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Alphalens
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WonderTrader
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backtesting.py
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Technical Analysis
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QTPyLib
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QuantRocket
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Lumibot strategies
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Awesome Quant
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Meklēt bibliotēkā

Dokumentu skaits: 181

Hummingbot docs

This documentation explains how Hummingbot Gateway connects to Orca, a Solana-based decentralized exchange. It describes support for legacy automated market maker pools and Whirlpools, which use concentrated liquidity. Users configure a Solana wallet and…

KriptoaktīviDeFiBlokķēdes datiRīkojumu izpilde
Hummingbot docs

The document explains a market-making setting in which a bot replaces filled orders as soon as it has no active orders. During a sustained price move, repeatedly refreshing both sides can lead the bot to keep buying into a decline or selling into a rise,…

KriptoaktīviTirgus veidošanaRīkojumu izpildeRiska pārvaldība
Hummingbot docs

This document explains a single-pair spot market-making strategy. It places limit bids and asks at spreads from a reference price, then periodically refreshes orders. The description outlines a tick-based loop: check whether trading may proceed, obtain…

Tirgus veidošanaTūlītējo darījumu tirgiRīkojumu izpildeTirgus mikrostruktūra
Hummingbot docs

This overview explains controllers as reusable, configurable components in Hummingbot Strategy V2. A controller receives market data such as order books, trades, and candles, then emits actions that direct a parent script to create or stop executors.…

Tirgus veidošanaArbitrāžaRežģa tirdzniecībaRīkojumu izpilde
Hummingbot docs

This community guide explains the structure and workflow of a Hummingbot V1 cross-exchange market-making strategy. It describes how the strategy's periodic tick leads through market-pair checks, order profitability checks, and order creation, and outlines…

KriptoaktīviTirgus veidošanaRīkojumu izpildePozīcijas apjoma noteikšana
Hummingbot docs

A liquidity miner describes using automated market making on crypto pairs, drawing on a traditional finance background and several years of crypto trading. The approach is pure market making: set spreads, monitor inventory, and adjust parameters as…

KriptoaktīviTirgus veidošanaRiska pārvaldībaSvārstīgums
Hummingbot docs

This proposal describes changes to Hummingbot Foundation governance for Epoch 6. It would organize connector votes into four groups: centralized exchanges, decentralized order-book exchanges, automated market makers, and blockchain networks. The proposal…

KriptoaktīviTirgus veidošana
Hummingbot docs

This guide explains how Hummingbot organizes automated trading into executors, scripts, controllers, and a market data provider. Executors handle a bounded order workflow, including placing, managing, and closing orders. Scripts run continuously and suit…

Rīkojumu izpildeTirgus mikrostruktūraVēsturisko datu pārbaude
Hummingbot docs

These release notes describe Hummingbot 1.19.0, focusing on a developing modular strategy framework and early dashboard tools for managing bots and backtests. The framework separates market data candles, controllers that choose actions, and executors that…

KriptoaktīviRežģa tirdzniecībaArbitrāžaTirgus veidošana
Hummingbot docs

This operational guide explains how to reduce the risk of exposing a Hummingbot API used by Condor to manage bots and trading accounts. It outlines threats from public API access, including unauthorized trading, credential misuse, bot changes, and disclosure…

Rīkojumu izpildeRiska pārvaldībaTirgus mikrostruktūra
Hummingbot docs

This overview describes an automated cross-exchange market-making executor in the Hummingbot framework. The strategy seeks to capture price differences between venues or markets by placing a maker order on one side and executing against a taker market when…

KriptoaktīviTirgus veidošanaArbitrāžaRīkojumu izpilde
Hummingbot docs

This document explains a Time-Weighted Average Price executor in the Hummingbot framework. The executor divides a larger trade into smaller orders scheduled at regular intervals over a defined duration, with the aim of limiting market impact. Configuration…

Rīkojumu izpildeTirgus mikrostruktūraRiska pārvaldība
Hummingbot docs

This guide introduces the Avellaneda–Stoikov framework for setting bid and ask quotes while managing a market maker’s inventory. It describes a reservation price that shifts away from the mid-price according to inventory deviation, risk aversion, volatility,…

Tirgus veidošanaKriptoaktīviRiska pārvaldībaRīkojumu izpilde
Hummingbot docs

A liquidity miner describes using automated pure market making across cryptocurrency pairs in liquidity mining campaigns. His approach is to distribute capital across available pairs, use a spreadsheet to plan allocations, order sizes, balance limits, and…

KriptoaktīviTirgus veidošanaRiska pārvaldībaRīkojumu izpilde
Hummingbot docs

This reference lists configurable controls for a pure market-making strategy and explains how to change them through the client’s configuration commands or by editing a strategy configuration file. It groups settings for quote levels and spacing, inventory…

Tirgus veidošanaRīkojumu izpildeTirgus mikrostruktūraRiska pārvaldība
Hummingbot docs

This guide explains how to connect Hummingbot to GRVT, a self-custodial perpetual futures venue with central limit order book matching, and outlines its authentication, funding, fee, instrument, and order settings. It also walks through using Hummingbot’s…

KriptoaktīviPerpetuālie nākotnes līgumiTirgus veidošanaAtgriešanās pie vidējās vērtības
Hummingbot docs

This recap describes Hummingbot Miner’s first year, during which token issuers used rewards to attract decentralized market makers. It reports campaign participation, reward payouts, filled trading volume, and activity across Binance and a new KuCoin launch.…

KriptoaktīviTirgus veidošanaTirgus mikrostruktūraRīkojumu izpilde
Hummingbot docs

These release notes describe a Hummingbot update that adds connectivity to several decentralized and centralized crypto markets, including spot and perpetual futures venues. The highlighted strategy, cross-exchange mining, places maker orders on one exchange…

KriptoaktīviArbitrāžaTirgus veidošanaRīkojumu izpilde
Hummingbot docs

This experiment describes a directional strategy for the APE-BUSD perpetual futures market that combines Bollinger Band position with the MACD line and histogram. It takes a long signal when %BB is below 0.2, the MACD histogram is positive, and the MACD line…

KriptoaktīviPerpetuālie nākotnes līgumiAtgriešanās pie vidējās vērtībasTehniskie indikatori
Hummingbot docs

The article compares decentralized liquidity provision in automated market makers (AMMs) with liquidity mining on centralized exchange order books. In an AMM, providers supply assets while a smart contract sets prices; arbitrageurs trade against the pool and…

KriptoaktīviDeFiTirgus veidošanaArbitrāža
Hummingbot docs

This interview describes how a cryptocurrency liquidity miner used automated market making to provide liquidity across selected token pairs. He began with market making, tested different order approaches, and settled on using three orders. He ran bots…

KriptoaktīviTirgus veidošanaTehniskie indikatoriRīkojumu izpilde
Hummingbot docs

The document explains an algorithmic strategy as a repeated cycle of collecting market and account data, processing it, and placing or cancelling orders. In Hummingbot, strategies read exchange data and user state on each clock tick, then apply logic…

KriptoaktīviRīkojumu izpildeTirgus mikrostruktūra
Hummingbot docs

These release notes describe trading infrastructure changes in Hummingbot 2.12. Dynamic order book initialization loads books only for trading pairs in use, which the notes say can reduce startup time and memory use for bots configured across many pairs. The…

KriptoaktīviPerpetuālie nākotnes līgumiTūlītējo darījumu tirgiRīkojumu izpilde
Hummingbot docs

These release notes describe updates to Hummingbot, an open-source crypto trading platform. Trading-relevant changes include market-order support on selected exchange connectors, new exchange and blockchain integrations, and example scripts for equal-weight…

KriptoaktīviArbitrāžaPortfeļa veidošanaRīkojumu izpilde