Awesome List Updates on Aug 14, 2023

10 awesome lists updated today.

🏠 Home · 🔍 Search · 🔥 Feed · 📮 Subscribe · ❤️ Sponsor

1. Awesome Machine Learning

Tools / Misc

• Synthical - AI-powered collaborative research environment. You can use it to get recommendations of articles based on reading history, simplify papers, find out what articles are trending, search articles by meaning (not just keywords), create and share folders of articles, see lists of articles from specific companies and universities, and add highlights.

2. Awesome Neovim

Programming Languages Support / Diagnostics

• chuwy/ucm.nvim (⭐6) - Navigating Unison projects.

3. Awesome Selfhosted

Software / Recipe Management

• Mealie - Material design inspired recipe manager with category and tag management, shopping-lists, meal-planner, and site customizations. Mealie is focused on simple user interactions to keep the whole family using the app. (Source Code (⭐9.5k)) MIT Python

4. Awesome Blockchain Ai

Blockchains for AI algorithms / Blockchain, AI and Machine Learning

• Vanna Labs - An Ethereum L2 rollup that supports native, seamless, and trustless AI/ML inferences on-chain to empower decentralized applications.

5. Awesome V

Database clients

• vredis (⭐8) - A simple, user-friendly, and comprehensive Redis client.

6. Awesome Git Addons

git-spend

Break apart large branches into smaller ones

Assume a hypothetical project where you make changes to two software component folders in one feature-branch, you can use this tool to make that two branches with a preserved history for both.

git checkout feature-branch
./git-exfiltrate master feature-branch-extracted "component-folder/*"

The feature-branch-extracted branch will be created with just the contents of component-folder from the feature-branch changes.

*   e01009e  (main)
|
| * ce4ca64  (feature-branch-extracted)
| |  component-folder/1 | 20 +
| * f3bf092
| |  component-folder/1 | 20 +
* | 4b2ebd6
|/
|
| * d4c374e  (feature-branch)
| |  component-folder/1 | 20 +
| |  different-component-folder/2 | 100 -
| * 4724dbb
| |  component-folder/1 | 20 +
| |  different-component-folder/2 | 100 -
|/
* 927799f
* 219e9b2

Collect and sum the /spend <duration> directives found in commit messages.

$ git spend sum
3 weeks 2 days 1 hour 37 minutes

7. Awesome Quant

Python / Numerical Libraries & Data Structures

• modelx - Python reimagination of spreadsheets as formula-centric objects that are interoperable with pandas.

Python / Financial Instruments and Pricing

• OpenBB Terminal (⭐42k) - Terminal for investment research for everyone.

• pypme (⭐12) - PME (Public Market Equivalent) calculation.

• AbsBox (⭐53) - A Python based library to model cashflow for structured product like Asset-backed securities (ABS) and Mortgage-backed securities (MBS).

• Intrinsic-Value-Calculator (⭐60) - A Python tool for quick calculations of a stock's fair value using Discounted Cash Flow analysis.

Python / Trading & Backtesting

• TA-Lib (⭐11k) - Python wrapper for TA-Lib (http://ta-lib.org/).

• basana (⭐746) - A Python async and event driven framework for algorithmic trading, with a focus on crypto currencies.

• pysystemtrade (⭐2.9k) - pysystemtrade is the open source version of Robert Carver's backtesting and trading engine that implements systems according to the framework outlined in his book "Systematic Trading", which is further developed on his blog.

• pytrendseries (⭐153) - Detect trend in time series, drawdown, drawdown within a constant look-back window , maximum drawdown, time underwater.

• PyLOB (⭐190) - Fully functioning fast Limit Order Book written in Python.

• PyBroker (⭐2.7k) - Algorithmic Trading with Machine Learning.

Python / Data Sources

• market-prices (⭐89) - Create meaningful OHLCV datasets from knowledge of exchange-calendars (⭐527) (works out-the-box with data from Yahoo Finance).

• tardis-python (⭐130) - Python interface for Tardis.dev high frequency crypto market data

• lake-api (⭐47) - Python interface for Crypto Lake high frequency crypto market data

• tessa (⭐50) - simple, hassle-free access to price information of financial assets (currently based on yfinance and pycoingecko), including search and a symbol class.

• pandaSDMX (⭐132) - Python package that implements SDMX 2.1 (ISO 17369:2013), a format for exchange of statistical data and metadata used by national statistical agencies, central banks, and international organisations.

• cif (⭐61) - Python package that include few composite indicators, which summarize multidimensional relationships between individual economic indicators.

• finagg (⭐496) - finagg is a Python package that provides implementations of popular and free financial APIs, tools for aggregating historical data from those APIs into SQL databases, and tools for transforming aggregated data into features useful for analysis and AI/ML.

Python / Visualization

• market-analy (⭐74) - Analysis and interactive charting using market-prices (⭐89) and bqplot.

R / Data Sources

• rb3 (⭐80) - A bunch of downloaders and parsers for data delivered from B3.

• simfinapi (⭐20) - Makes 'SimFin' data (https://simfin.com/) easily accessible in R.

Julia / FrameWorks

• DataFrames.jl (⭐1.8k) - In-memory tabular data in Julia

• TSFrames.jl (⭐98) - Handle timeseries data on top of the powerful and mature DataFrames.jl

JavaScript / FrameWorks

• PENDAX (⭐46) - Javascript SDK for Trading/Data API and Websockets for FTX, FTXUS, OKX, Bybit, & More.

Frameworks / Data Visualization

• QuantLib (⭐6.1k) - The QuantLib project is aimed at providing a comprehensive software framework for quantitative finance.
  • QuantLibRisks - Fast risks with QuantLib in Python and C++ (⭐28)
  • XAD - Automatic Differentiation (AAD) Library in Python and C++ (⭐377)
  • JQuantLib (⭐140) - Java port.
  • RQuantLib (⭐128) - R port.
  • QuantLibAddin - Excel support.
  • QuantLibXL - Excel support.
  • QLNet (⭐410) - .Net port.
  • PyQL (⭐1.1k) - Python port.
  • QuantLib.jl (⭐141) - Julia port.
  • QuantLib-Python Documentation - Documentation for the Python bindings for the QuantLib library

Rust / Data Visualization

• Barter (⭐1.5k) - Open-source Rust framework for building event-driven live-trading & backtesting systems

• LFEST (⭐68) - Simulated perpetual futures exchange to trade your strategy against.

• TradeAggregation (⭐97) - Aggregate trades into user-defined candles using information driven rules.

• SlidingFeatures (⭐59) - Chainable tree-like sliding windows for signal processing and technical analysis.

• RustQuant (⭐1.4k) - Quantitative finance library written in Rust.

Reproducing Works, Training & Books / Data Visualization

• Value Investing Studies (⭐88) - A collection of data analysis studies that examine the performance and characteristics of value investing over long periods of time.

• Machine Learning Asset Management (⭐1.7k) - Machine Learning in Asset Management (by @firmai).

• Deep Learning Machine Learning Stock (⭐1.6k) - Deep Learning and Machine Learning stocks represent a promising long-term or short-term opportunity for investors and traders.

• Technical Analysis and Feature Engineering (⭐186) - Feature Engineering and Feature Importance of Machine Learning in Financial Market.

• Differential Machine Learning and Axes that matter by Brian Huge and Antoine Savine (⭐144) - Implement, demonstrate, reproduce and extend the results of the Risk articles 'Differential Machine Learning' (2020) and 'PCA with a Difference' (2021) by Huge and Savine, and cover implementation details left out from the papers.

• systematictradingexamples (⭐432) - Examples of code related to book Systematic Trading and blog

• pysystemtrade_examples (⭐244) - Examples using pysystemtrade for Robert Carver's blog.

• ML_Finance_Codes (⭐2.1k) - Machine Learning in Finance: From Theory to Practice Book

• Hands-On Machine Learning for Algorithmic Trading (⭐1.7k) - Hands-On Machine Learning for Algorithmic Trading, published by Packt

• financialnoob-misc (⭐26) - Codes from @financialnoob's posts

8. Awesome Substrate

Tools

• Polkadot Vault (formerly Parity Signer) - Upcycle an unused mobile phone into an air-gapped hardware wallet.

• Uptest Runtime upgrade tool (⭐7) - Uptest command line client and libuptest Rust library are two tools used for debugging storage changes and runtime upgrades.

9. Awesome Graphql

CMS / React

• Graphweaver - Turn multiple datasources into a single GraphQL API.

10. Awesome Zsh Plugins

Plugins / superconsole - Windows-only

• kubectlenv (⭐0) - Easily switch between multiple kubectl versions.

• Prev: Aug 15, 2023
• Next: Aug 13, 2023