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aa228-cs238-student

Starter code and data files for AA228/CS238 at Stanford University

aata-solutions

Solutions to "Abstract Algebra Theory and Applications"

adversarial-policies

Find best-response to a fixed policy in multi-agent RL

alpaca-backtrader-api

Alpaca Trading API integrated with backtrader

attentive-neural-algo

Attentive neural processes for deep reinforcement learning

awesome-quant

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

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

ccmlwi

Predicting the stock market with sentiment analysis and LSTM techniques

coronavirus-data

cpptrader

High performance components for building Trading Platform such as ultra fast matching engine, order book processor

crosssection

Code to accompany our paper Chen and Zimmermann (2020), "Open source cross-sectional asset pricing"

crypto_trading

Cryptocurrencies algorithmic trading strategies

cryptopamr

Python implementation of passive aggressive mean reversion for managing a cryptocurrency portfolio

cs228-notes

Course notes for CS228: Probabilistic Graphical Models.

cs229-ml-implements

Implements of cs229(Machine Learning taught by Andrew Ng) in python.

cs238-2048

da-rnn

Dual-Stage Attention-Based Recurrent Neural Net for Time Series Prediction

decisiveml

Exploration for machine learning

deep-convolution-stock-technical-analysis

Uses Deep Convolutional Neural Networks (CNNs) to model the stock market using technical analysis. Predicts the future trend of stock selections.

deep-learning-in-asset-pricing

https://arxiv.org/abs/1805.01104

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-rl

Collection of Deep Reinforcement Learning algorithms

deep-rl-dqn-tensorflow

TensorFlow implementation of Deep RL (Reinforcement Learning) papers based on deep Q-learning (DQN)

deep-trading-agent

Deep Reinforcement Learning based Trading Agent for Bitcoin

deepearnings

deepportfoliomanagement

An implementation of the paper "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"

dq-mm

Deep Q-Learning for Market Making

drl-portfolio-management

CSCI 599 deep learning and its applications final project

dueling-dqn-reinforcement-learning

Line plot extraction using Reinforcement learning (Dueling DQN) using Keras

eiten

Statistical and Algorithmic Investing Strategies for Everyone