wzy14582

wzy14582's Stars

• tradytics/eiten

  Statistical and Algorithmic Investing Strategies for Everyone

  Language:Python2.8k334

• openai/baselines

  OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

  Language:Python15.9k4.9k

• rorysroes/SGX-Full-OrderBook-Tick-Data-Trading-Strategy

  Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.

  Language:Jupyter Notebook2k673

• borisbanushev/stockpredictionai

  In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

  4.4k1.7k

• notadamking/RLTrader

  A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym

  Language:Python1.7k539

• deependersingla/deep_trader

  This project uses reinforcement learning on stock market and agent tries to learn trading. The goal is to check if the agent can learn to read tape. The project is dedicated to hero in life great Jesse Livermore.

  Language:Python1.5k505

• Rachnog/Deep-Trading

  Algorithmic trading with deep learning experiments

  Language:OpenEdge ABL1.4k694

• mfrdixon/ML_Finance_Codes

  Machine Learning in Finance: From Theory to Practice Book

  Language:Jupyter Notebook1.9k507

• AI4Finance-Foundation/FinRL

  FinRL: Financial Reinforcement Learning. 🔥

  Language:Jupyter Notebook10.3k2.5k

• achillesrasquinha/bulbea

  :boar: :bear: Deep Learning based Python Library for Stock Market Prediction and Modelling

  Language:Python2.1k477

• labmlai/annotated_deep_learning_paper_implementations

  🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

  Language:Python57.5k5.9k

• GregoryMorse/trendln

  Support and Resistance Trend lines Calculator for Financial Analysis

  Language:Python664163

• robertmartin8/MachineLearningStocks

  Using python and scikit-learn to make stock predictions

  Language:Python1.8k510

• robertmartin8/PyPortfolioOpt

  Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

  Language:Jupyter Notebook4.6k968

• wilsonfreitas/awesome-quant

  A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

  Language:Python18.6k2.7k

• Yanie1asdfg/Quant-Lectures

  Language:Jupyter Notebook115

• firmai/financial-machine-learning

  A curated list of practical financial machine learning tools and applications.

  Language:Python7.4k1.3k

• firmai/pandapy

  PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai)

  Language:Python54866

• weijie-chen/Probability_Theory

  A quick introduction to all most important concepts of Probability Theory, only freshman level of mathematics needed as prerequisite.

  Language:Jupyter Notebook4624

• alpha-miner/Finance-Python

  python tools for Finance with the functionality of indicator calculation, business day calculation and so on.

  Language:Python747129

• jasonstrimpel/volatility-trading

  A complete set of volatility estimators based on Euan Sinclair's Volatility Trading

  Language:Python1.6k378

• FutunnOpen/py-futu-api

  富途 OpenAPI Python SDK

  Language:Python1k221

• scutan90/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

  Language:JavaScript55.1k15.9k

• fengdu78/Data-Science-Notes

  数据科学的笔记以及资料搜集

  Language:Jupyter Notebook8.2k3.1k

• fengdu78/deeplearning_ai_books

  deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

  Language:HTML18.3k5.9k

• fengdu78/machine_learning_beginner

  机器学习初学者公众号作品

  Language:Jupyter Notebook2.2k915

• weijie-chen/Linear-Algebra-With-Python

  Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

  Language:Jupyter Notebook2.3k573

• blue-yonder/tsfresh

  Automatic extraction of relevant features from time series:

  Language:Jupyter Notebook8.5k1.2k

• fengdu78/lihang-code

  《统计学习方法》的代码实现

  Language:Jupyter Notebook19.1k6.3k

• jobbole/awesome-machine-learning-cn

  机器学习资源大全中文版，包括机器学习领域的框架、库以及软件

  4.2k1.3k