From 16a9f02afd614758f90a01ebef7d1528bf7c121a Mon Sep 17 00:00:00 2001 From: Ethan Macdonald Date: Mon, 18 Apr 2016 22:00:31 -0400 Subject: [PATCH 1/5] Add Lua/Torch deep learning libraries autograd, dp, dpnn, and rnn --- README.md | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 7fe52e4..e193c8d 100644 --- a/README.md +++ b/README.md @@ -491,13 +491,16 @@ For a list of free machine learning books available for download, go [here](http * [Torch7](http://torch.ch/) * [cephes](http://jucor.github.io/torch-cephes) - Cephes mathematical functions library, wrapped for Torch. Provides and wraps the 180+ special mathematical functions from the Cephes mathematical library, developed by Stephen L. Moshier. It is used, among many other places, at the heart of SciPy. + * [autograd](https://github.com/twitter/torch-autograd) - Autograd automatically differentiates native Torch code. Inspired by the original Python version. * [graph](https://github.com/torch/graph) - Graph package for Torch * [randomkit](http://jucor.github.io/torch-randomkit/) - Numpy's randomkit, wrapped for Torch * [signal](http://soumith.ch/torch-signal/signal/) - A signal processing toolbox for Torch-7. FFT, DCT, Hilbert, cepstrums, stft - * [nn](https://github.com/torch/nn) - Neural Network package for Torch * [nngraph](https://github.com/torch/nngraph) - This package provides graphical computation for nn library in Torch7. * [nnx](https://github.com/clementfarabet/lua---nnx) - A completely unstable and experimental package that extends Torch's builtin nn library + * [rnn](https://github.com/Element-Research/rnn) - A Recurrent Neural Network library that extends Torch's nn. RNNs, LSTMs, GRUs, BRNNs, BLSTMs, etc. + * [dpnn](https://github.com/Element-Research/dpnn) - Many useful features that aren't part of the main nn package. + * [dp](https://github.com/nicholas-leonard/dp) - A deep learning library designed for streamlining research and development using the Torch7 distribution. It emphasizes flexibility through the elegant use of object-oriented design patterns. * [optim](https://github.com/torch/optim) - An optimization library for Torch. SGD, Adagrad, Conjugate-Gradient, LBFGS, RProp and more. * [unsup](https://github.com/koraykv/unsup) - A package for unsupervised learning in Torch. Provides modules that are compatible with nn (LinearPsd, ConvPsd, AutoEncoder, ...), and self-contained algorithms (k-means, PCA). * [manifold](https://github.com/clementfarabet/manifold) - A package to manipulate manifolds From e2dc2305e93c7078e91e3e69e8dd125acd1d3411 Mon Sep 17 00:00:00 2001 From: Michael Truell Date: Sat, 23 Apr 2016 21:26:31 -0400 Subject: [PATCH 2/5] Added Fido --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 7fe52e4..f3a43c1 100644 --- a/README.md +++ b/README.md @@ -156,6 +156,7 @@ For a list of free machine learning books available for download, go [here](http * [Warp-CTC](https://github.com/baidu-research/warp-ctc) - A fast parallel implementation of Connectionist Temporal Classification (CTC), on both CPU and GPU. * [CNTK](https://github.com/Microsoft/CNTK) - The Computational Network Toolkit (CNTK) by Microsoft Research, is a unified deep-learning toolkit that describes neural networks as a series of computational steps via a directed graph. * [DeepDetect](https://github.com/beniz/deepdetect) - A machine learning API and server written in C++11. It makes state of the art machine learning easy to work with and integrate into existing applications. +* [Fido](https://github.com/FidoProject/Fido) - A highly-modular C++ machine learning library for embedded electronics and robotics. #### Natural Language Processing From ee5be4e05c1ddc4129f0ce9469f789b1251a91ee Mon Sep 17 00:00:00 2001 From: KevinCoble Date: Mon, 25 Apr 2016 18:59:00 -0600 Subject: [PATCH 3/5] Add AIToolbox to Swift section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 2669e75..ef94ab9 100644 --- a/README.md +++ b/README.md @@ -1099,6 +1099,7 @@ on MNIST digits[DEEP LEARNING] includes a general matrix language and wraps some OpenCV for iOS development. * [DeepLearningKit](http://deeplearningkit.org/) an Open Source Deep Learning Framework for Apple’s iOS, OS X and tvOS. It currently allows using deep convolutional neural network models trained in Caffe on Apple operating systems. +* [AIToolbox](https://github.com/KevinCoble/AIToolbox) - A toolbox framework of AI modules written in Swift: Graphs/Trees, Linear Regression, Support Vector Machines, Neural Networks, PCA, KMeans, Genetic Algorithms, MDP, Mixture of Gaussians. ## Credits From eacaadce584ae4b99b88a32e8d84730b84c8737f Mon Sep 17 00:00:00 2001 From: Jonathan Chen Date: Fri, 29 Apr 2016 14:08:08 -0400 Subject: [PATCH 4/5] Fix spelling --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index ef94ab9..21bd737 100644 --- a/README.md +++ b/README.md @@ -204,7 +204,7 @@ For a list of free machine learning books available for download, go [here](http #### General-Purpose Machine Learning * [Touchstone](https://github.com/ptaoussanis/touchstone) - Clojure A/B testing library -* [Clojush](https://github.com/lspector/Clojush) - he Push programming language and the PushGP genetic programming system implemented in Clojure +* [Clojush](https://github.com/lspector/Clojush) - The Push programming language and the PushGP genetic programming system implemented in Clojure * [Infer](https://github.com/aria42/infer) - Inference and machine learning in clojure * [Clj-ML](https://github.com/antoniogarrote/clj-ml) - A machine learning library for Clojure built on top of Weka and friends * [Encog](https://github.com/jimpil/enclog) - Clojure wrapper for Encog (v3) (Machine-Learning framework that specializes in neural-nets) From 18db050d0e8fbef9ee650ce609f25c021b9178b6 Mon Sep 17 00:00:00 2001 From: NathanEpstein Date: Tue, 10 May 2016 22:02:19 -0400 Subject: [PATCH 5/5] adding dora --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 21bd737..aa2ddfc 100644 --- a/README.md +++ b/README.md @@ -800,6 +800,7 @@ on MNIST digits[DEEP LEARNING] * [bqplot](https://github.com/bloomberg/bqplot) - An API for plotting in Jupyter (IPython) * [pastalog](https://github.com/rewonc/pastalog) - Simple, realtime visualization of neural network training performance. * [caravel](https://github.com/airbnb/caravel) - A data exploration platform designed to be visual, intuitive, and interactive. +* [Dora](https://github.com/nathanepstein/dora) - Tools for exploratory data analysis in Python. #### Misc Scripts / iPython Notebooks / Codebases