Ramin Hasani

liquid_time_constant_networks. Code Repository for Liquid Time-Constant Networks (LTCs)

CfC. Closed-form Continuous-time Neural Networks

liquid-s4. Liquid Structural State-Space Models

ordinary-neural-circuits. Code repo for paper: ICML 2020 paper Natural lottery ticket winner: RL for ordinary neural circuits

autonomous_racing_cars. This is the code and lab repository for the course ARC of TU Wien - Reproduced from https://github.com/mlab-upenn/f110-fall2019-skeletons

l-state-spaces. Sequence Modeling with Structured State Spaces

LSTM_dynamics_interpretability. Here we provide the code for the response characterisation methodology for interpretation of the dynamics of long short term memory (LSTM) networks

Worm-Blogging. Here, I include my thoughts about how does the brain of the worm give rise to remarkable behavioral plasticities

llama.cpp. LLM inference in C/C++

SIM-CE. SIM-CE is an advanced, user-friendly modeling and simulation environment in Simulink, for performing multi-scale behavioral analysis of the nervous system of Caenorhabditis elegans (C. elegans).

RNN-Training-for-Parking. [Materials and Methods for submission X] This repository contains all the necessary data, for reproducing the RNN training process and monitoring their performance.

dcgan_code. Deep Convolutional Generative Adversarial Networks

pyhopper. PyHopper is a hyperparameter optimizer, made specifically for high-dimensional problems arising in machine learning research.

Convolutional-Autoencoder. I train a CAE in Keras

Lasagne. Lightweight library to build and train neural networks in Theano

Theano. Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

arxiv-sanity-preserver. Web interface for browsing, search and filtering recent arxiv submissions

seq2seq. A general-purpose encoder-decoder framework for Tensorflow