Pinned Repositories
BP-FFT
Backprop through FFT in Theano
deep_complex_networks
Implementation related to the Deep Complex Networks (See the original repo please.)
ELL
Embedded Learning Library
FairDeepLearning
generative-models
Collection of generative models, e.g. GAN, VAE in Tensorflow, Keras, and Pytorch.
parrot
(Char2Wav) RNN-based generative models for speech. (See the original repo please.)
samplernn-1
sampleRNN_ICLR2017
SampleRNN: An Unconditional End-to-End Neural Audio Generation Model
SampleRNN_torch
Torch implementation of SampleRNN: An Unconditional End-to-End Neural Audio Generation Model
wavenet-2
WaveNet implementation with chainer
soroushmehr's Repositories
soroushmehr/sampleRNN_ICLR2017
SampleRNN: An Unconditional End-to-End Neural Audio Generation Model
soroushmehr/FairDeepLearning
soroushmehr/ARS
An implementation of the Augmented Random Search algorithm
soroushmehr/bayou
System for synthesizing Java API idioms, powered by Neural Sketch Learning
soroushmehr/beta-tcvae
code for "Isolating Sources of Disentanglement in Variational Autoencoders".
soroushmehr/coding-interview-university
A complete computer science study plan to become a software engineer.
soroushmehr/cond-shift-neurons
Implementation of Conditionally Shifted Neurons by Munkhdalai et al. (https://arxiv.org/pdf/1712.09926.pdf)
soroushmehr/conll-2012
Reader for CoNLL-2012 using Ontonotes-5.0 documents
soroushmehr/Deep4Cast
Probabilistic Multivariate Time Series Forecast using Deep Learning
soroushmehr/deepproblog
DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predicate.
soroushmehr/diora
Deep Inside-Outside Recursive Autoencoder
soroushmehr/DIP-VAE
An implementation of DIP-VAE from the paper "Variational Inference of Disentangled Latent Concepts from Unlabelled Observations" by Kumar et al. (Published at ICLR 2018) https://arxiv.org/abs/1711.00848
soroushmehr/fourier
An Interactive Introduction to Fourier Transforms
soroushmehr/generative-compression
TensorFlow Implementation of Generative Adversarial Networks for Extreme Learned Image Compression
soroushmehr/gym-sokoban
Sokoban environment for OpenAI Gym
soroushmehr/harmonic_recomposition_workshop
soroushmehr/imitation-learning
Imitation learning algorithms
soroushmehr/jaxrl
JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.
soroushmehr/MobILE-NeurIPS2021
This is the code repository for MobILE: Model-Based Imitation Learning from Observation Alone (NeurIPS 2021)
soroushmehr/pde-surrogate
Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data
soroushmehr/PIDOptimizer
Code for this CVPR 2018 paper: "A PID Controller Approach for Stochastic Optimization of Deep Networks", Wangpeng An, Haoqian Wang, Qingyun Sun, Jun Xu, Qionghai Dai, Lei Zhang.
soroushmehr/quiver
A modern commutative diagram editor for the web.
soroushmehr/Reinforcement_learning_tutorial_with_demo
Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..
soroushmehr/RL-Adventure-2
PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay
soroushmehr/self-driving-car-sim
A self-driving car simulator built with Unity
soroushmehr/SimpleRacerResearchPlatform
A simple web racing game demo using imitation learning models.
soroushmehr/TCL
Time-Contrastive Learning
soroushmehr/TextWorld
​TextWorld is a sandbox learning environment for the training and evaluation of reinforcement learning (RL) agents on text-based games.
soroushmehr/tikzcd-editor
A simple visual editor for creating commutative diagrams.
soroushmehr/zeroshot-imitation
[ICLR 2018] TensorFlow code for zero-shot visual imitation by self-supervised exploration