frosenwind

Pinned Repositories

AI
Microsoft AI
Language:Python1 1 00
ai-edu
AI education materials for Chinese students, teachers and IT professionals.
Language:HTML10
ailearning
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
Language:Python10
apachecn-quant-zh
Language:JavaScript10
capitalfarmer
解析东方财富网上的API，包装成python库
Language:Python10
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
10
course-v3
The 3rd edition of course.fast.ai
Language:Jupyter Notebook10
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.
Language:Jupyter Notebook10
financial-machine-learning
A curated list of practical financial machine learning tools and applications.
Language:Python10
FinRL
FinRL: Financial Reinforcement Learning Framework. Please star. 🔥
Language:Jupyter Notebook10

frosenwind's Repositories

frosenwind/ai-edu
AI education materials for Chinese students, teachers and IT professionals.
Language:HTML10
frosenwind/ailearning
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
Language:Python10
frosenwind/apachecn-quant-zh
Language:JavaScript10
frosenwind/CrossSection
Code to accompany our paper Chen and Zimmermann (2020), "Open source cross-sectional asset pricing"
Language:Stata10
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.
Language:Jupyter Notebook10
frosenwind/financial-machine-learning
A curated list of practical financial machine learning tools and applications.
Language:Python10
frosenwind/FinRL
FinRL: Financial Reinforcement Learning Framework. Please star. 🔥
Language:Jupyter Notebook10
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".
1
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
1
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.
1
frosenwind/machine-learning-for-trading
Code for Machine Learning for Algorithmic Trading, 2nd edition.
Language:Jupyter Notebook1 1 0
frosenwind/Merlion
Merlion: A Machine Learning Framework for Time Series Intelligence
1
frosenwind/mlcourse.ai
Open Machine Learning Course
1
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.
1
frosenwind/quant-learning
:books: Quant 教程整理
11
frosenwind/statsmodels
Statsmodels: statistical modeling and econometrics in Python
1
frosenwind/stock
股票行情数据东方财富交易接口股票自动交易
1
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