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abu

阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构

academic-kickstart

Easily create a beautiful website using Academic and Hugo

adv_fin_ml_exercises

Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]

adversarial_personalized_ranking

Adversarial Learning, Matrix Factorization, Recommendation

anomaly-detection

Anomaly detection algorithm implementation in Python

attention-is-all-you-need-keras

A Keras+TensorFlow Implementation of the Transformer: Attention Is All You Need

attentive-neural-algo

Attentive neural processes for deep reinforcement learning

awesome_time_series_in_python

This curated list contains python packages for time series analysis

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bayes-nn

Lecture notes on Bayesian deep learning

bayesian-neural-network-blogpost

Building a Bayesian deep learning classifier

bicyclegan-tensorflow

A Tensorflow implementation of BicycleGAN.

build-your-own-x

🤓 Build your own (insert technology here)

buildtensorflow

A lightweight deep learning framework made with ❤️

c51dqn

A TensorFlow implementation of DeepMind's A Distributional Perspective on Reinforcement Learning.(C51-DQN)

cd4ml-scenarios

Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshops

cf-with-dae-on-market-basket-data

Collaborative Filtering with Denoising Autoencoder on Market Basket Data

cn_zipline

python tdx zipline bundles, 支持A股的zipline量化框架

cs231n.github.io

Public facing notes page

cs50webpyjs

datascicomp

A collection of popular Data Science Competitions

deep-ensembles-uncertainty

My implementation of the paper "Simple and Scalable Predictive Uncertainty estimation using Deep Ensembles"

deep-portfolio-theory

Deep Learning framework for portfolio selection (paper published by J. B. Heaton, N. G. Polson, J. H. Witte.)

deep-rl-bootcamp

Deep RL Bootcamp solutions

deep-trading

Algorithmic trading with deep learning experiments

deep-uncertainty

Modeling uncertainty information in deep learning

deeplearninginfinance

deepreinforcementlearning

A replica of the AlphaZero methodology for deep reinforcement learning in Python

deeprlhacks

Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)

deeptrade

A LSTM model using Risk Estimation loss function for stock trades in market