Top 23 Python stock-market Projects
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financial-machine-learning
A curated list of practical financial machine learning tools and applications.
Project mention: financial-machine-learning: NEW Other Models - star count:2633.0 | reddit.com/r/algoprojects | 2022-06-18 -
Scout APM
Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.
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pandas-ta
Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 130+ Indicators
Project mention: How does Python or Python handle projects that access use multiple repo's | reddit.com/r/pycharm | 2022-06-04I feel like this is more of a devops issue but its all local, the `local_cron_job` runs at 11pm each night to update `mcvaluations` which then activates 'PandasTA_Strategy_Examples.ipynb' then `VectorBT_Backtest_with_Pandas_TA.ipynb' then 'backorder.py` and finally `strategy`
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Clairvoyant
Software designed to identify and monitor social/historical cues for short term stock movement (by anfederico)
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Project mention: Deep Learning IV: Bulbea: Deep Learning based Python Library. Deep Learning And Reinforcement Learning - star count:1682.0 | reddit.com/r/algoprojects | 2022-07-02
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stocksight
Stock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis
Hier nochmal das Stock Sight Repository: https://github.com/shirosaidev/stocksight
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SonarLint
Clean code begins in your IDE with SonarLint. Up your coding game and discover issues early. SonarLint is a free plugin that helps you find & fix bugs and security issues from the moment you start writing code. Install from your favorite IDE marketplace today.
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Project mention: What broker/platform do you like to use for your trading? | reddit.com/r/algotrading | 2022-03-31
I ended up switching to using alpaca_trade_api library and it takes all the headache of all that. Here’s the documentation: https://github.com/alpacahq/alpaca-trade-api-python
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robin_stocks
This is a library to use with Robinhood Financial App. It currently supports trading crypto-currencies, options, and stocks. In addition, it can be used to get real time ticker information, assess the performance of your portfolio, and can also get tax documents, total dividends paid, and more. More info at
Project mention: robin_stocks: NEW Derivatives and Hedging - star count:1292.0 | reddit.com/r/algoprojects | 2022-05-28 -
FinanceDatabase
This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.
Project mention: FinanceDatabase: NEW Derivatives and Hedging - star count:1078.0 | reddit.com/r/algoprojects | 2022-06-25 -
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Empyrial
AI and data-driven quantitative portfolio management library for portfolio risk and performance analysis 投资组合管理
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Project mention: Predição de ações na bolsa de valores com Python e Facebook Prophet | dev.to | 2022-03-23
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TradingView-Machine-Learning-GUI
Let Python optimize the best stop loss and take profits for your TradingView strategy.
Project mention: TradingView-Machine-Learning-GUI: NEW Other Models - star count:297.0 | reddit.com/r/algoprojects | 2022-06-11 -
Project mention: deep-RL-trading: trading game comparing RNN vs CNN vs MLP based on [paper](https://arxiv.org/abs/1803.03916) Deep Learning And Reinforcement Learning - star count:301.0 | reddit.com/r/algoprojects | 2022-04-09
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stock-bot
An application that allows you to design and test your own stock trading algorithms in an attempt to beat the market.
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Project mention: sec-edgar-downloader: NEW Data - star count:258.0 | reddit.com/r/algoprojects | 2022-05-07
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tiingo-python
Python client for interacting with the Tiingo Financial Data API (stock ticker and news data)
Project mention: tiingo-python: NEW Data - star count:172.0 | reddit.com/r/algoprojects | 2022-01-28 -
tuneta
Intelligently optimizes technical indicators and optionally selects the least intercorrelated for use in machine learning models
Project mention: Optuna: An open source hyperparameter optimization framework to automate hyperparameter search | reddit.com/r/mltraders | 2022-06-21Optuna is a great library and I do use it in tuneta for optimizing technical indicator parameters. However, certain Optuna algos suggest the same parameters in separate trials resulting in many duplicate parameters (issue) which needs to be managed external of the lib.
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Stocks-Pattern-Analyzer
This tool should help discover different patterns based on similarity measures in historical (financial) data
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Python stock-market related posts
- Deep Learning IV: Bulbea: Deep Learning based Python Library. Deep Learning And Reinforcement Learning - star count:1682.0
- Deep Learning IV: Bulbea: Deep Learning based Python Library. Deep Learning And Reinforcement Learning - star count:1682.0
- Deep Learning IV: Bulbea: Deep Learning based Python Library. Deep Learning And Reinforcement Learning - star count:1682.0
- Deep Learning IV: Bulbea: Deep Learning based Python Library. Deep Learning And Reinforcement Learning - star count:1682.0
- Deep Learning IV: Bulbea: Deep Learning based Python Library. Deep Learning And Reinforcement Learning - star count:1682.0
- Deep Learning IV: Bulbea: Deep Learning based Python Library. Deep Learning And Reinforcement Learning - star count:1682.0
- Deep Learning IV: Bulbea: Deep Learning based Python Library. Deep Learning And Reinforcement Learning - star count:1682.0
Index
What are some of the best open-source stock-market projects in Python? This list will help you:
Project | Stars | |
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1 | OpenBBTerminal | 12,438 |
2 | financial-machine-learning | 2,677 |
3 | pandas-ta | 2,614 |
4 | Clairvoyant | 2,302 |
5 | zvt | 2,051 |
6 | bulbea | 1,635 |
7 | stocksight | 1,454 |
8 | alpaca-trade-api-python | 1,386 |
9 | robin_stocks | 1,309 |
10 | FinanceDatabase | 1,087 |
11 | fooltrader | 1,028 |
12 | Empyrial | 561 |
13 | Yahooquery | 413 |
14 | pyEX | 407 |
15 | TradingView-Machine-Learning-GUI | 315 |
16 | deep-RL-trading | 308 |
17 | stock-bot | 280 |
18 | sec-edgar-downloader | 269 |
19 | tiingo-python | 185 |
20 | tuneta | 155 |
21 | Stocks-Pattern-Analyzer | 145 |
22 | TradeAlgo | 140 |
23 | FAIG | 122 |
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