Python stock-price-prediction

Open-source Python projects categorized as stock-price-prediction

Top 8 Python stock-price-prediction Projects

  • stocksight

    Stock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis

  • deepdow

    Portfolio optimization with deep learning.

    Project mention: DeepDow: Portfolio optimization with deep learning. Portfolio Selection and Optimisation - star count:758.0 | /r/algoprojects | 2023-11-10
  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • PIXIU

    This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

    Project mention: PIXIU: NEW Data - star count:172.0 | /r/algoprojects | 2023-08-15
  • Stock-Prediction-Neural-Network-and-Machine-Learning-Examples

    Examples of python neural net and ML stock prediction methods with sample stock data.

    Project mention: Hyperparameter tuning neural networks on financial data | /r/quant | 2023-10-19

    Code on GitHub

  • Stocks-Pattern-Analyzer

    This tool should help discover different patterns based on similarity measures in historical (financial) data

  • FAIG

    Fully Automated IG Trading

    Project mention: Ask HN: How did you get started with trading | news.ycombinator.com | 2023-05-31

    In the past, I was heavily involved in retail trading, navigating the financial waves manually. The realization that I could automate my trading strategies was a game-changer. Eager to optimize my workflow, I dove headfirst into learning Python in a more detailed way and began crafting my trading tools.

    This led me to create FAIG, which you can explore here: https://github.com/tg12/FAIG

    To my surprise, it gathered momentum on Reddit. But take it from me, a lot of the chatter on algotrading is mere noise rather than insightful wisdom.

    But FAIG is not my only creation. I have a treasure trove of other coding repositories where I occasionally unveil some of my custom trading scripts. You can check out one of these at https://github.com/tg12/hft_sig_trend

    Remember, the key is to strategize and then automate. Bring precision and efficiency to your trading.

  • Beibo

    🤖 Predict the stock market with AI 用AI预测股票市场

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  • market-monitor

    Monitor tool for stocks and cryptocurrencies that includes twitter sentiment analysis on key accounts

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-11-10.

Index

What are some of the best open-source stock-price-prediction projects in Python? This list will help you:

Project Stars
1 stocksight 1,958
2 deepdow 822
3 PIXIU 370
4 Stock-Prediction-Neural-Network-and-Machine-Learning-Examples 259
5 Stocks-Pattern-Analyzer 211
6 FAIG 143
7 Beibo 76
8 market-monitor 2
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