João Felipe Santos's repositories
AuditoryFilters.jl
Auditory filterbanks in Julia
binary-stochastic-neurons
Binary Stochastic Neurons in PyTorch
Capacitor.jl
Data loader utilities for Flux.ml
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
pytorch-a2c-ppo-acktr
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR).
reinforcement-learning-an-introduction
Python implementation of Reinforcement Learning: An Introduction
segan_pytorch
Speech Enhancement Generative Adversarial Network in PyTorch
common-cathode-triode
Python model of a tube audio amplifier stage
deep-image-prior
Image restoration with neural networks but without learning.
fast_abs_rl
Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"
FloWaveNet
A Pytorch implementation of "FloWaveNet: A Generative Flow for Raw Audio"
HybridReverb2
Reverb effect using hybrid impulse convolution
L0_regularization
Learning Sparse Neural Networks through L0 regularization
nmtpytorch
Neural Machine Translation Framework in PyTorch
nn-gev
Neural network supported GEV beamformer
py_bank
An audio filter bank implementation in Python, contains ERB and linear filter banks
pystoi
Implementation of the Short Term Objective Intelligibility measure
pytorch-a3c
PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
Pytorch-UNet
Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing
resistencia-amor
Em dias difíceis que estão por vir precisamos resistir ao ódio e espalhar o amor
RL-Adventure-2
PyTorch0.4 tutorial of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay
SincNet
SincNet is a neural architecture for efficiently processing raw audio samples.
speech-denoiser
A speech denoise lv2 plugin based on RNNoise library
stable-baselines
A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
tacotron2
Tacotron 2 - PyTorch implementation with faster-than-realtime inference
TCN
Sequence modeling benchmarks and temporal convolutional networks
TD
Complementary code for the Targeted Dropout paper
TextWorld-Coin-Collector
Coin collector game in Microsoft TextWorld, and a simple RL agent solving it.