About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

PyTorch autoencoder implementation of asset pricing model using monthly returns/metrics

An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.

A custom OpenAI gym environment for simulating stock trades on historical price data.

This code accompanies the the paper Slow Momentum with Fast Reversion: A Trading Strategy Using Deep Learning and Changepoint Detection (https://arxiv.org/pdf/2105.13727.pdf).

A system for quickly generating training data with weak supervision

Label Studio is a multi-type data labeling and annotation tool with standardized output format

Algorithms for explaining machine learning models