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Awesome GitHub RepositoriesMachine Learning Models
Advanced tools that leverage neural networks and AI for password guessing.
Explore 44 awesome GitHub repositories matching part of an awesome list · Machine Learning Models. Refine with filters or upvote what's useful.
Awesome Machine Learning Models GitHub Repositories
اعثر على أفضل المستودعات باستخدام الذكاء الاصطناعي.سنبحث عن أفضل المستودعات المطابقة باستخدام الذكاء الاصطناعي.
- avik-jain/100-days-of-ml-code
Avik-Jain/100-Days-Of-ML-Code
51,254عرض على GitHubThis project is a structured educational curriculum designed to guide developers through the fundamentals of machine learning. It functions as a technical skill builder, offering a curated roadmap of progressive coding challenges that cover core algorithms, statistical concepts, and essential data science libraries. The repository distinguishes itself through an iterative sequencing of content, organizing complex technical topics into a daily progression that facilitates incremental mastery. It integrates third-party academic lectures and educational resources to provide necessary theoretical
Comprehensive machine learning tutorial and code repository.
100-days-of-code-log100daysofcodedeep-learning - stefan-jansen/machine-learning-for-trading
stefan-jansen/machine-learning-for-trading
16,552عرض على GitHubThis project is a comprehensive framework for engineering financial data pipelines, designed to automate the collection, cleaning, and synchronization of large-scale market datasets. It functions as a quantitative trading data engine, providing the infrastructure necessary to manage historical and real-time asset pricing information for research and machine learning workflows. The system distinguishes itself through a configuration-driven approach to orchestration, allowing users to manage complex data acquisition tasks across multiple financial providers. It features resilient middleware tha
Code and resources for machine learning in trading.
Jupyter Notebookartificial-intelligencedata-sciencedeep-learning - tensortrade-org/tensortrade
tensortrade-org/tensortrade
6,346عرض على GitHubTensorTrade is a reinforcement learning trading framework designed for training and deploying autonomous agents that optimize financial market strategies. It provides an algorithmic trading simulation environment where agents can be tested against market data using simulated broker environments. The framework features a distributed training system using RLlib to optimize decision policies across large datasets. It includes a walk-forward validation tool that evaluates trading strategies through windowed performance analysis to prevent overfitting and measure real-world viability. The project
Reinforcement learning framework for trading systems.
Python - georgezouq/awesome-ai-in-finance
georgezouq/awesome-ai-in-finance
6,103عرض على GitHub🔬 A curated list of awesome LLMs & deep learning strategies & tools in financial market.
Curated list of AI applications in the financial sector.
analysisawesomeawesome-list - borisbanushev/stockpredictionai
borisbanushev/stockpredictionai
5,577عرض على GitHubهذا المشروع عبارة عن مجموعة من النماذج التنبؤية والأدوات الكمية للتنبؤ بأسعار الأسهم. ينفذ مجموعة متنوعة من بنى التعلم الآلي، بما في ذلك الشبكات التنافسية التوليدية (GANs)، وشبكات الذاكرة الطويلة قصيرة المدى (LSTM)، ونماذج اللغة للتحليل المالي. يتميز النظام بدمج التنبؤ بالسلاسل الزمنية مع معالجة اللغة الطبيعية لتحويل الأخبار المالية إلى درجات مشاعر رقمية. كما يدمج توليد بيانات السوق الاصطناعية وتحسين المعلمات الفائقة المؤتمت باستخدام طرق التعلم البايزي والتعلم التعزيزي لتقليل خطأ التنبؤ. يغطي الكود البرمجي مجموعة واسعة من قدرات التمويل الكمي، بما في ذلك تحليل الإشارة عبر تحويلات فوريه وإزالة الضوضاء من البيانات من خلال النماذج ذاتية الانحدار. كما يوفر أدوات لحساب المؤشرات الفنية، وترتيب أهمية الميزات، وتكامل المؤشرات الاقتصادية الخارجية.
AI models including GANs for stock market analysis.
JavaScript - chrisconlan/algorithmic-trading-with-python
chrisconlan/algorithmic-trading-with-python
3,405عرض على GitHubSource code for Algorithmic Trading with Python (2020) by Chris Conlan
Code examples for algorithmic trading with Python.
Python - achillesrasquinha/bulbea
achillesrasquinha/bulbea
2,296عرض على GitHub:boar: :bear: Deep Learning based Python Library for Stock Market Prediction and Modelling
Deep learning library for stock market prediction.
Python - cbailes/awesome-deep-trading
cbailes/awesome-deep-trading
1,991عرض على GitHubList of awesome resources for machine learning-based algorithmic trading
Curated list of deep learning resources for trading.
- zhengyaojiang/pgportfolio
ZhengyaoJiang/PGPortfolio
1,851عرض على GitHubPGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).
Deep reinforcement learning framework for portfolio management.
Python - firmai/machine-learning-asset-management
firmai/machine-learning-asset-management
1,740عرض على GitHubMachine Learning in Asset Management (by @firmai)
Machine learning resources for asset management.
Jupyter Notebookalgorithmic-tradingassets-managementgoogle-colab - rachnog/deep-trading
Rachnog/Deep-Trading
1,457عرض على GitHubAlgorithmic trading with deep learning experiments. Now released part one - simple time series forecasting. I plan to implement more sophisticated algorithms and their ensembles with different features, check their performance, train a trading strategy and go live.
Experiments in algorithmic trading using deep learning.
OpenEdge ABL - ceruleanacg/personae
Ceruleanacg/Personae
1,407عرض على GitHub📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.
Quantitative trading models using deep learning.
Python - jankrepl/deepdow
jankrepl/deepdow
1,112عرض على GitHubDeep learning framework for portfolio optimization.
Pythonallocationconvex-optimizationdeep-learning - hackthemarket/gym-trading
hackthemarket/gym-trading
Environment for reinforcement-learning algorithmic trading models
Trading environment for reinforcement learning models.
Jupyter Notebook - keon/deepstock
keon/deepstock
Technical experimentations to beat the stock market using deep learning.
Deep learning experiments for stock market prediction.
Python - filangel/qtrader
filangel/qtrader
Reinforcement Learning for Portfolio Management
Reinforcement learning framework for portfolio management.
Jupyter Notebook - synacktiv/rulesfinder
synacktiv/rulesfinder
Machine-learn password mangling rules!
Discovers optimal mangling rules for dictionary-based cracking tools.
Rust - javirandor/passgpt
javirandor/passgpt
Javier Rando 1 , Fernando Perez-Cruz 1,2 and Briland Hitaj 3
Employs a GPT-2 model trained on leaked data for password generation.
Python - gehaxelt/rnn-passwords
gehaxelt/RNN-Passwords
RNN password cracking
Utilizes character-level recurrent neural networks to predict passwords.
- kalyanmurapaka45/end-to-end-airbnb-price-prediction
KalyanMurapaka45/End-to-End-Airbnb-Price-Prediction
In today's fast-paced world, the way we travel and seek accommodations has undergone a remarkable transformation, thanks to platforms like Airbnb. This dynamic marketplace has empowered property owners and travellers, offering a diverse range of lodging options. However, one enduring challenge…
End-to-end price estimation model for rental listings.
Jupyter Notebook
