Tristan Deleu (@tristandeleu)
github

tristandeleu

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  • Stars
    star
    3,552
  • Global Rank 8,113 (Top 0.3 %)
  • Followers 360
  • Registered over 12 years ago
  • Most used languages
    Python
         92.3 %
    Jupyter Notebook
         7.7 %

Top repositories

1

pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch
Python
1,981
star
2

pytorch-maml-rl

Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch
Python
815
star
3

ntm-one-shot

One-shot Learning with Memory-Augmented Neural Networks
Python
419
star
4

pytorch-maml

An Implementation of Model-Agnostic Meta-Learning in PyTorch with Torchmeta
Python
227
star
5

jax-dag-gflownet

Code for "Bayesian Structure Learning with Generative Flow Networks"
Python
70
star
6

jax-comln

Code for "Continuous-Time Meta-Learning with Forward Mode Differentiation" (ICLR 2022)
Python
27
star
7

jax-meta-learning

A collection of meta-learning algorithms in Jax
Python
23
star
8

pytorch-structured-sparsity

Code for "Structured Sparsity Inducing Adaptive Optimizers for Deep Learning" in PyTorch
Python
17
star
9

switching-kalman-filter

Python implementation of the Switching Kalman Filter
Jupyter Notebook
16
star
10

neural-gpu

Theano implementation of the Neural GPU
Python
15
star
11

metax

A collection of extensions for meta-learning in JAX
Python
8
star
12

jax-jsp-gfn

Official code for the paper "Joint Bayesian Inference of Graphical Structure and Parameters with a Single Generative Flow Network"
4
star
13

gfn-maxent-rl

Comparison between GFlowNets & Maximum Entropy RL
Python
3
star
14

synergies-disentanglement-sparsity

Official code for the paper "Synergies between Disentanglement and Sparsity: Generalization and Identifiability in Multi-Task Learning" (ICML 2023)
Python
2
star