mandanasmi / life-long-learning
Useful resources to learn lifelong learning
☆22Updated 6 years ago
Alternatives and similar repositories for life-long-learning:
Users that are interested in life-long-learning are comparing it to the libraries listed below
- A Continual Multi-agent RL testbed based on Hanabi☆30Updated 3 years ago
- ☆31Updated 2 years ago
- This repository demonstrates the application of our proposed task-free continual learning method on a synthetic experiment.☆13Updated 5 years ago
- Code to reproduce the experiments of "Rethinking Experience Replay: a Bag of Tricks for Continual Learning"☆45Updated 2 years ago
- ☆17Updated 5 years ago
- ☆13Updated 2 years ago
- Energy-Based Models for Continual Learning Official Repository (PyTorch)☆40Updated 2 years ago
- Code for "Generative causal explanations of black-box classifiers"☆33Updated 4 years ago
- ☆53Updated 5 years ago
- This repository contains implementations of the paper, Bayesian Model-Agnostic Meta-Learning.☆60Updated 5 years ago
- IIRC: Incremental Implicitly Refined Classification☆30Updated 2 years ago
- A study on the following problems: what the memorization problem is in meta-learning; why memorization problem happens; and how we can pr…☆21Updated last year
- Codebase for "Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning". This is a ServiceNow Research pro…☆105Updated 2 years ago
- Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"☆76Updated 4 years ago
- Implementation of Bayesian Gradient Descent☆37Updated last year
- Continual Learning in Low-rank Orthogonal Subspaces (NeurIPS'20)☆37Updated 4 years ago
- Continual Reinforcement Learning in 3D Non-stationary Environments☆37Updated 5 years ago
- Original PyTorch implementation of Uncertainty-guided Continual Learning with Bayesian Neural Networks, ICLR 2020☆74Updated 3 years ago
- ☆20Updated 3 years ago
- Contains code for the NeurIPS 2020 paper by Pan et al., "Continual Deep Learning by FunctionalRegularisation of Memorable Past"☆44Updated 4 years ago
- Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"☆25Updated 3 years ago
- General purpose library for BNNs, and implementation of OC-BNNs in our 2020 NeurIPS paper.☆38Updated 2 years ago
- Automatic Recall Machines: Internal Replay, Continual Learning and the Brain☆11Updated 4 years ago
- ☆27Updated 4 years ago
- ☆14Updated 5 years ago
- This repository contains implementations of the paper, Bayesian Model-Agnostic Meta-Learning.☆20Updated 2 years ago
- Code for "Task-Agnostic Continual RL: In Praise of a Simple Baseline"☆32Updated last year
- Implementation of MLP (python) and CNN (PyTorch) with Information Plane visualization.☆13Updated 7 years ago
- Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning☆30Updated 2 years ago
- Continual Learning in Recurrent Neural Networks☆37Updated 3 years ago