Tristan Deleu's repositories
pytorch-meta
A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch
pytorch-maml-rl
Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch
ntm-one-shot
One-shot Learning with Memory-Augmented Neural Networks
pytorch-maml
An Implementation of Model-Agnostic Meta-Learning in PyTorch with Torchmeta
jax-dag-gflownet
Code for "Bayesian Structure Learning with Generative Flow Networks"
jax-meta-learning
A collection of meta-learning algorithms in Jax
switching-kalman-filter
Python implementation of the Switching Kalman Filter
pytorch-structured-sparsity
Code for "Structured Sparsity Inducing Adaptive Optimizers for Deep Learning" in PyTorch
neural-gpu
Theano implementation of the Neural GPU
jax-jsp-gfn
Official code for the paper "Joint Bayesian Inference of Graphical Structure and Parameters with a Single Generative Flow Network"
gfn-maxent-rl
Comparison between GFlowNets & Maximum Entropy RL
tips-research-mila
General tips to drive your research at Mila
Awesome-GFlowNets
A curated list of resources about generative flow networks (GFlowNets).
synergies-disentanglement-sparsity
Official code for the paper "Synergies between Disentanglement and Sparsity: Generalization and Identifiability in Multi-Task Learning" (ICML 2023)
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
gflownet-bib
Bibtex file for related work in GFlowNet
SimpleParsing
Simple, Elegant, Typed Argument Parsing with argparse