soroushmehr Goto Github PK

predictron

Tensorflow implementation of "The Predictron: End-To-End Learning and Planning"

prml

PRML algorithms implemented in Python

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pylearn2

A Machine Learning library based on Theano

python-crfsuite

A python binding for crfsuite

python-seam-carving

A simple python script that implements Content Aware Image Scaling

python_speech_features

This library provides common speech features for ASR including MFCCs and filterbank energies.

pytorch-cyclegan-and-pix2pix

PyTorch implementation for both unpaired and paired image-to-image translation.

pytorch-grad-cam

Pytorch implementation of Grad-CAM

pytudes

Python programs to practice or demonstrate skills.

quiver

A modern commutative diagram editor for the web.

rc-cnn-dailymail

CNN/Daily Mail Reading Comprehension Task

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

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..

reinforcementlearning

replicating-deepmind

Reproducing the results of "Playing Atari with Deep Reinforcement Learning" by DeepMind

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

rnn-tutorial-gru-lstm

Language Model GRU with Python and Theano

rnn-tutorial-rnnlm

Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano

rnn_experiments

General experiments on Vanilla RNN and LSTM in Theano.

rnnlib

RNNLIB is a recurrent neural network library for sequence learning problems. Forked from Alex Graves work http://sourceforge.net/projects/rnnl/

rnnlib-1

A recurrent neural network library for sequence learning problems.

romanian_noise_tests

Samples and visualization of a small test for speech synthesis - see the paper at http://www.josesotelo.com/speechsynthesis/

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

scribe

Out of pencils? No problem! I've got you covered.

searnn-open

Open source implementation of SeaRNN (ICLR 2018, https://openreview.net/forum?id=HkUR_y-RZ)

self-driving-car

Information about the Udacity open source self-driving car project

self-driving-car-sim

A self-driving car simulator built with Unity