sinusgamma / multimodal_networkLinks
Mixture Density Network with Tensorflow Probability. Demonstrate the usefulness of multi-modal distribution outputs for neural networks.
☆19Updated 5 years ago
Alternatives and similar repositories for multimodal_network
Users that are interested in multimodal_network are comparing it to the libraries listed below
Sorting:
- Probabilistic and Directional Relu Wavenet with forex and economic news data☆27Updated 5 years ago
- Recurrent Neural Filters for Time Series Prediction☆23Updated 5 years ago
- Deep RL for portfolio management☆13Updated 7 years ago
- Generative Adversarial Network to create synthetic time series☆23Updated 5 years ago
- WATTNet: Learning to Trade FX with Hierarchical Spatio-Temporal Representations of Highly Multivariate Time Series☆72Updated 5 years ago
- Multivariate Adaptive Regression Splines for Time Series Prediction☆18Updated 2 years ago
- Source code for the AAAI 2019 paper "On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters" (https://arx…☆19Updated 4 years ago
- Bayesian Inference and parameter estimation in quant finance.☆43Updated 6 years ago
- Rapid large-scale fractional differencing with NVIDIA RAPIDS and GPU to minimize memory loss while making a time series stationary. 6x-40…☆57Updated 6 years ago
- Building an Agent to Trade with Reinforcement Learning☆39Updated last month
- Some example code for the "Introduction to Bayesian Reinforcement Learning" presentations☆29Updated 6 years ago
- Probabilistic Multivariate Time Series Forecast using Deep Learning☆96Updated 6 years ago
- (Work In Progress) Implementation of "Financial Time Series Prediction Using Deep Learning"☆16Updated 8 years ago
- Feature selection for maximizing expected cumulative reward☆30Updated 8 years ago
- Continuous-time Hidden Markov Model☆103Updated last year
- Talk Materials for "Convex Optimization for Finance"☆30Updated 3 years ago
- WaveNet model applied to intra-day Bitcoin exchange forcasting☆55Updated 7 years ago
- Embedding stocks to vectors based on the price history☆64Updated 9 years ago
- OpenAI's cartpole env solver.☆18Updated 7 years ago
- tabular q learning for trading☆12Updated 7 years ago
- Applications of Gaussian Process Latent Variable Models in Finance☆11Updated 3 years ago
- Some implementations from the paper robust risk aware reinforcement learning☆36Updated 4 years ago
- Stock Price Predictor☆31Updated 6 years ago
- Unsupervised Learning to Market Behavior Forecasting Example☆40Updated 5 years ago
- FInancial REinforcement learning☆30Updated 2 years ago
- ☆42Updated 4 years ago
- A simple implementation of the WaveNet model for time series forecasting☆26Updated 7 years ago
- ☆18Updated 2 years ago
- Implementation of Log Gaussian Cox Process in Python for Changepoint Detection using GPFlow☆36Updated 2 years ago
- Bayesian Uncertainty Exploration in Deep Reinforcement Learning☆18Updated 8 years ago