CLEANit / heatenginegym
A collection of heat engines, based on the OpenAI Gym environment framework for use with reinforcement learning applications.
☆14Updated 3 years ago
Alternatives and similar repositories for heatenginegym:
Users that are interested in heatenginegym are comparing it to the libraries listed below
- JAX implementation of Graph Attention Networks☆13Updated 3 years ago
- Optimization and Generalization Analysis of Transduction through Gradient Boosting and Application to Multi-scale Graph Neural Networks☆13Updated 4 years ago
- Energy Based Models are a quite novel technique for density estimation. In this university project I explore this new research topic and …☆16Updated 3 years ago
- ☆12Updated 3 years ago
- Deterministic Decoding for Discrete Data in Variational Autoencoders☆24Updated 4 years ago
- Implementation of the Triangle Multiplicative module, used in Alphafold2 as an efficient way to mix rows or columns of a 2d feature map, …☆29Updated 3 years ago
- Unofficially Implements https://arxiv.org/abs/2112.05682 to get Linear Memory Cost on Attention for PyTorch☆12Updated 3 years ago
- A Prior of a Googol Gaussians: a Tensor Ring Induced Prior for Generative Models☆27Updated 9 months ago
- A molecule generation benchmarking platform☆13Updated 7 years ago
- Implementation of restricted Boltzmann machine, deep Boltzmann machine, deep belief network, and deep restricted Boltzmann network models…☆13Updated 4 years ago
- Implementation of Geometric Vector Perceptron, a simple circuit for 3d rotation equivariance for learning over large biomolecules, in Pyt…☆72Updated 3 years ago
- PointNet-based 3D deep learning model designed for decoding the structure-property relationship for generic crystalline materials.☆10Updated 3 years ago
- Taxonomy of Benchmarks in Graph Representation Learning☆19Updated 2 years ago
- Canonical normalizing flows☆10Updated 5 years ago
- Interpreting graph convolutional filters of target prediction network☆48Updated 6 years ago
- Graph convolutional neural networks for analyzing glycans [LEGACY; use glycowork implementation]☆17Updated 4 years ago
- Path integral based convolution and pooling☆29Updated 2 years ago
- Repository for Autobahn: Automorphism Based Graph Neural Networks☆29Updated 3 years ago
- Differentiable Euler Characteristic Transform☆17Updated 9 months ago
- ☆11Updated 3 years ago
- Code for the results of the Paper:☆21Updated 6 years ago
- Pytorch reimplementation of Molecule Attention Transformer, which uses a transformer to tackle the graph-like structure of molecules☆58Updated 4 years ago
- Graph Convolutional Networks in JAX☆32Updated 4 years ago
- Implementation of the LOSSGRAD optimization algorithm☆15Updated 6 years ago
- Anonymous Repository for ICML LRG Workshop: On Explainability Techniques for Graph Convolutional Networks☆23Updated 5 years ago
- Official Implementation of "C5T5: Controllable Generation of Organic Molecules with Transformers"☆24Updated 3 years ago
- Code for "Molecular Hypergraph Grammar with Its Application to Molecular Optimization"☆39Updated 3 months ago
- Implementation of "Learning Deep Generative Models"☆13Updated 5 years ago
- notebooks of cool EBM visualizations☆15Updated 4 years ago
- A modular framework for neural networks with Euclidean symmetry☆11Updated 8 months ago