xiaolongguo's repositories
artificial-intelligence-for-trading
Content for Udacity's AI in Trading NanoDegree.
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
gluon-ts
Probabilistic time series modeling in Python
DeepMosaics
Automatically remove the mosaics in images and videos, or add mosaics to them.
LSTM-Neural-Network-for-Time-Series-Prediction
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
quant-trading
Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advisor, Monte Carlo, Options Straddle, Shooting Star, London Breakout, Heikin-Ashi, Pair Trading, RSI, Bollinger Bands, Parabolic SAR, Dual Thrust, Awesome, MACD
prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
free
翻墙、免费翻墙、免费科学上网、免费节点、免费梯子、免费ss/v2ray/trojan节点、蓝灯、谷歌商店、翻墙梯子
Sequoia
A股自动选股程序，实现了海龟交易法则、缠中说禅牛市买点，以及其他若干种技术形态
spinningup
An educational resource to help anyone learn deep reinforcement learning.
yutto
:ice_cube: 一个可爱且任性的 B 站视频下载器（bilili2.x）
RL-Adventure
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
archbase
教科书《计算机体系结构基础》（胡伟武等，第三版）的开源版本
ailabx
AI量化实验室，专注将前沿人工智能技术(深度学习/强化学习/知识图谱)应用于金融量化投资。
learn_backtrader
BackTrader中文教程笔记（by：量化投资与机器学习），系统性介绍Bactrader的特性、策略构建、数据结构、回测交易等，彻底掌握量化神器的使用方法。章节：介绍篇、数据篇、指标篇、交易篇、策略篇、可视化篇……（持续更新中）
python-mini-projects
A collection of simple python mini projects to enhance your python skills
PGPortfolio
PGPortfolio: 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).
machinelearning
My blogs and code for machine learning. http://cnblogs.com/pinard
nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
ml-study-plan
The Ultimate FREE Machine Learning Study Plan
Merlion
Merlion: A Machine Learning Framework for Time Series Intelligence
Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
public-apis
A collective list of free APIs
ddia
《Designing Data-Intensive Application》DDIA中文翻译
pysystemtrade
Systematic Trading in python
PredOptwithSoftConstraint
Code for NeurIPS2021 submission "A Surrogate Objective Framework for Prediction+Programming with Soft Constraints"
vectorbt
Supercharged backtesting and technical analysis for quants
fastapi
FastAPI framework, high performance, easy to learn, fast to code, ready for production
stock_predict_with_LSTM
Predict stock with LSTM supporting pytorch, keras and tensorflow