Bay Area

Mathias Lechner

Elite
@mlech26l

Co-founder and CTO at Liquid AI

mlech26l.github.io/

ncps. PyTorch and TensorFlow implementation of NCP, LTC, and CfC wired neural models

2.3k

keras-ncp. Python

189

llm_intercept. Python

145

ode-lstms. Code repository of the paper Learning Long-Term Dependencies in Irregularly-Sampled Time Series

121

gigastep. Python

74

ordinary_neural_circuits. Neuronal Circuit Policies

41

liquidrandom. Python

8

icra_lds. Official code repository of the paper Gershgorin Loss Stabilizes the Recurrent Neural Network Compartment of an End-To-End Robot Learning Scheme by Mathias Lechner, Ramin Hasani, Daniela Rus, and Radu Grosu, published at ICRA 2020.

5

quantization_aware_ibp. Python

4

qnn_robustness_benchmarks. Python

3

neural_martingales. Python

3

iclr-analysis. ICLR 2020 and 2019 reviews

2

iclr_paper_mdfa. Code repository of the paper "Learning representations for binary-classification without backpropagation" published at ICLR 2020

2

pytorch-lightning. The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

1
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