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albertcity's Projects

dlm icon dlm

Differentiable Logic Machines

dva icon dva

Code release for "Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction" https://arxiv.org/abs/2309.00073

efficientzero icon efficientzero

Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.

elf icon elf

ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation

finrl icon finrl

FinRL: Financial Reinforcement Learning. 🔥

finrl_crypto icon finrl_crypto

An open-source framework for reduction of overfitting of DRL agents in Finance

hbird-e-sdk icon hbird-e-sdk

The software development kit for Hummingbird E200 Series RISC-V Core and SoC platform

minedojo icon minedojo

Building Open-Ended Embodied Agents with Internet-Scale Knowledge

neural-mmo icon neural-mmo

Neural MMO - A Massively Multiagent Game Environment

qlib icon 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.

softlearning icon softlearning

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

sp500-prediction-sentiment-xgboost icon sp500-prediction-sentiment-xgboost

In this work an application of the Triple-Barrier Method and Meta-Labeling techniques is explored with XGBoost for the creation of a sentiment-based trading signal on the S&P 500 stock market index. The results confirm that sentiment data have predictive power, but a lot of work is to be carried out prior to implementing a strategy.

strategies icon strategies

Custom trading strategies using the freqtrade framework

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