149 Open source projects that are alternatives of or similar to Ilqr

Setup and customize deep learning environment in seconds.

GPU-accelerated Deep Learning on Windows 10 native

Methods to compute sets of states reachable by dynamical systems

An implementation of RNN-RBM & GBRBM.

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to adress parameter and model uncertainties.

This is now the official location of the Merlin project.

RNN-based generative models for speech.

Periodic Spatial Generative Adversarial Networks

A course in reinforcement learning in the wild

DL course co-developed by YSDA, HSE and Skoltech

Sets up a VM with Keras, TensorFlow, TFLearn and Theano installed

Implementation of a hierarchical CNN based model to detect Big Five personality traits

Arrays with arbitrarily nested named components.

Gesture recognition via CNN. Implemented in Keras + Tensorflow/Theano + OpenCV

AETROS CLI + SDK. Command line application to manage/monitor machine learning training in AETROS Trainer

Puppet Systems Infrastructure Construction Kit: The control-repo

A deep generative model library in Theano and Lasagne

Deep Reinforcement Learning for Keras.

Handwritten Digit Recognition using Machine Learning and Deep Learning

A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text

Metapackage to control the edrone via services and topics -https://www.youtube.com/watch?v=M-RYyMyRl9g

Deep Convolutional Neural Networks for Musical Source Separation

Intro to Deep Learning, including recurrent, convolution, and feed forward neural networks.

Reimplementation of DRAW

使用Theano实现的一些RNN代码，包括最基本的RNN，LSTM，以及部分Attention模型，如论文MLSTM等

Theano implementation of XNOR-Net

Implementation of Dynamic memory networks by Kumar et al. http://arxiv.org/abs/1506.07285

This repo allocate DAPs code of our ECCV 2016 publication

3-day dive into deep learning at csc

Keras community contributions

Keras implementation of BERT with pre-trained weights

Materials for the course of machine learning at Imperial College organized by Yandex SDA

💻 Make machines learn so that you don't have to struggle to program them; The ultimate list

nmtpy is a Python framework based on dl4mt-tutorial to experiment with Neural Machine Translation pipelines.

中文 Python 笔记

AIOpen是一个按人工智能三要素（数据、算法、算力）进行AI开源项目分类的汇集项目，项目致力于跟踪目前人工智能（AI）的深度学习（DL）开源项目，并尽可能地罗列目前的开源项目，同时加入了一些曾经研究过的代码。通过这些开源项目，使初次接触AI的人们对人工智能（深度学习）有更清晰和更全面的了解。

Provides situational awareness of Industrial Control Systems (ICS) and Supervisory Control and Data Acquisition (SCADA) networks in support of network security assessments. #nsacyber

Code examples for training AlexNet using Keras and Theano

The Control Toolbox - An Open-Source C++ Library for Robotics, Optimal and Model Predictive Control

Generating proportional fonts with deep learning

Keras package for region-based convolutional neural networks (RCNNs)

An open-source systems and controls toolbox for Python3

Neural Machine Translation with Keras

several basic neural networks[mlp, autoencoder, CNNs, recurrentNN, recursiveNN] implements under several NN frameworks[ tensorflow, pytorch, theano, keras]

A deep neural network for face alignment

R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

This toolbox is support material for the book on CNN (http://www.convolution.network).

Text Classification Library in Keras

This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.

Lightweight library to build and train neural networks in Theano

Collection of iris classifcation program for teaching purpose

MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.

机器学习相关教程

THEANO-KALDI-RNNs is a project implementing various Recurrent Neural Networks (RNNs) for RNN-HMM speech recognition. The Theano Code is coupled with the Kaldi decoder.

Cross-platform clone of the FRC Driver Station

Trojan Attack on Neural Network

Temporal Logic Planning toolbox

An implementation of the RoiAlign operation for Theano