Pinned Repositories
AI
Microsoft AI
ai-edu
AI education materials for Chinese students, teachers and IT professionals.
ailearning
AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
apachecn-quant-zh
capitalfarmer
解析东方财富网上的API,包装成python库
cheatsheets-ai
Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5
course-v3
The 3rd edition of course.fast.ai
Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020
Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.
financial-machine-learning
A curated list of practical financial machine learning tools and applications.
FinRL
FinRL: Financial Reinforcement Learning Framework. Please star. 🔥
frosenwind's Repositories
frosenwind/ai-edu
AI education materials for Chinese students, teachers and IT professionals.
frosenwind/ailearning
AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
frosenwind/apachecn-quant-zh
frosenwind/CrossSection
Code to accompany our paper Chen and Zimmermann (2020), "Open source cross-sectional asset pricing"
frosenwind/Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020
Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.
frosenwind/financial-machine-learning
A curated list of practical financial machine learning tools and applications.
frosenwind/FinRL
FinRL: Financial Reinforcement Learning Framework. Please star. 🔥
frosenwind/Greenblatt-Magic-Formula-Value-Investing
Implementation of Joel Greenblatt's magic formula, which he described in his book - "The Little Book That Still Beats the Market".
frosenwind/HanLP
中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理
frosenwind/Kats
Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.
frosenwind/machine-learning-for-trading
Code for Machine Learning for Algorithmic Trading, 2nd edition.
frosenwind/Merlion
Merlion: A Machine Learning Framework for Time Series Intelligence
frosenwind/mlcourse.ai
Open Machine Learning Course
frosenwind/qlib
Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.
frosenwind/quant-learning
:books: Quant 教程整理
frosenwind/statsmodels
Statsmodels: statistical modeling and econometrics in Python
frosenwind/stock
股票行情数据 东方财富交易接口 股票自动交易
frosenwind/awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
frosenwind/awesome-deep-trading
List of awesome resources for machine learning-based algorithmic trading
frosenwind/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
frosenwind/DeepLearning
深度学习入门教程, 优秀文章, Deep Learning Tutorial
frosenwind/DeepLearning-500-questions
深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系scutjy2015@163.com 版权所有,违权必究 Tan 2018.06
frosenwind/deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
frosenwind/filterpy
Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.
frosenwind/frosenwind.github.io
frosenwind/Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
frosenwind/machine_learning_examples
A collection of machine learning examples and tutorials.
frosenwind/ml_investment
Investment tools
frosenwind/RLTrader
A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym
frosenwind/ValueInvesting
For value investing dashboard