Pinned Repositories
gigastep
iclr-analysis
ICLR 2020 and 2019 reviews
iclr_paper_mdfa
Code repository of the paper "Learning representations for binary-classification without backpropagation" published at ICLR 2020
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.
keras-ncp
ncps
PyTorch and TensorFlow implementation of NCP, LTC, and CfC wired neural models
ode-lstms
Code repository of the paper Learning Long-Term Dependencies in Irregularly-Sampled Time Series
ordinary_neural_circuits
Neuronal Circuit Policies
qnn_robustness_benchmarks
quantization_aware_ibp
mlech26l's Repositories
mlech26l/ncps
PyTorch and TensorFlow implementation of NCP, LTC, and CfC wired neural models
mlech26l/keras-ncp
mlech26l/ode-lstms
Code repository of the paper Learning Long-Term Dependencies in Irregularly-Sampled Time Series
mlech26l/gigastep
mlech26l/ordinary_neural_circuits
Neuronal Circuit Policies
mlech26l/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.
mlech26l/qnn_robustness_benchmarks
mlech26l/quantization_aware_ibp
mlech26l/iclr-analysis
ICLR 2020 and 2019 reviews
mlech26l/iclr_paper_mdfa
Code repository of the paper "Learning representations for binary-classification without backpropagation" published at ICLR 2020
mlech26l/pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
mlech26l/bayesian_nn_safety
Code repository of the NeurIPS 2021 paper Infinite Time Horizon Safety of Bayesian Neural Networks
mlech26l/closed_loop_vision_models
mlech26l/cuda_matrix_inverse
Matrix Inversion Project for GPU Computing and Architectures
mlech26l/dev_misc_utils
Collection of helpful scripts for working with python, Latex, and Ubuntu
mlech26l/GoTube
Scalable stochastic verification of continuous-depth models
mlech26l/ibex-lib
IBEX is a C++ library for constraint processing over real numbers.
mlech26l/keras-io
Keras documentation, hosted live at keras.io
mlech26l/llm_reader
mlech26l/mlech26l.github.io
mlech26l/neural_martingales
mlech26l/p3-at-mobile-robot
mlech26l/park_env
mlech26l/state-spaces
Sequence Modeling with Structured State Spaces
mlech26l/supplementary_code_do