Awesome List Updates on Jan 01, 2018

5 awesome lists updated today.

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1. Awesome Machine Learning

Lua / General-Purpose Machine Learning

• Torch7
  • cephes (⭐47) - 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. [Deprecated]
  • autograd (⭐557) - Autograd automatically differentiates native Torch code. Inspired by the original Python version.
  • graph (⭐35) - Graph package for Torch. [Deprecated]
  • randomkit (⭐34) - Numpy's randomkit, wrapped for Torch. [Deprecated]
  • signal (⭐48) - A signal processing toolbox for Torch-7. FFT, DCT, Hilbert, cepstrums, stft.
  • nn (⭐1.3k) - Neural Network package for Torch.
  • torchnet (⭐997) - framework for torch which provides a set of abstractions aiming at encouraging code re-use as well as encouraging modular programming.
  • nngraph (⭐299) - This package provides graphical computation for nn library in Torch7.
  • nnx (⭐97) - A completely unstable and experimental package that extends Torch's builtin nn library.
  • rnn (⭐938) - A Recurrent Neural Network library that extends Torch's nn. RNNs, LSTMs, GRUs, BRNNs, BLSTMs, etc.
  • dpnn (⭐194) - Many useful features that aren't part of the main nn package.
  • dp (⭐343) - 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. [Deprecated]
  • optim (⭐197) - An optimization library for Torch. SGD, Adagrad, Conjugate-Gradient, LBFGS, RProp and more.
  • unsup (⭐86) - A package for unsupervised learning in Torch. Provides modules that are compatible with nn (LinearPsd, ConvPsd, AutoEncoder, ...), and self-contained algorithms (k-means, PCA). [Deprecated]
  • manifold (⭐141) - A package to manipulate manifolds.
  • svm (⭐43) - Torch-SVM library. [Deprecated]
  • lbfgs (⭐2) - FFI Wrapper for liblbfgs. [Deprecated]
  • vowpalwabbit (⭐2) - An old vowpalwabbit interface to torch. [Deprecated]
  • OpenGM (⭐8) - OpenGM is a C++ library for graphical modelling, and inference. The Lua bindings provide a simple way of describing graphs, from Lua, and then optimizing them with OpenGM. [Deprecated]
  • spaghetti (⭐2) - Spaghetti (sparse linear) module for torch7 by @MichaelMathieu [Deprecated]
  • LuaSHKit (⭐3) - A Lua wrapper around the Locality sensitive hashing library SHKit [Deprecated]
  • kernel smoothing (⭐5) - KNN, kernel-weighted average, local linear regression smoothers. [Deprecated]
  • cutorch (⭐338) - Torch CUDA Implementation.
  • cunn (⭐216) - Torch CUDA Neural Network Implementation.
  • imgraph (⭐22) - An image/graph library for Torch. This package provides routines to construct graphs on images, segment them, build trees out of them, and convert them back to images. [Deprecated]
  • videograph (⭐9) - A video/graph library for Torch. This package provides routines to construct graphs on videos, segment them, build trees out of them, and convert them back to videos. [Deprecated]
  • saliency (⭐7) - code and tools around integral images. A library for finding interest points based on fast integral histograms. [Deprecated]
  • stitch (⭐4) - allows us to use hugin to stitch images and apply same stitching to a video sequence. [Deprecated]
  • sfm (⭐3) - A bundle adjustment/structure from motion package. [Deprecated]
  • fex (⭐10) - A package for feature extraction in Torch. Provides SIFT and dSIFT modules. [Deprecated]
  • OverFeat (⭐596) - A state-of-the-art generic dense feature extractor. [Deprecated]
  • wav2letter (⭐6.4k) - a simple and efficient end-to-end Automatic Speech Recognition (ASR) system from Facebook AI Research.

2. Awesome Angular

Documentation tools / Google Developer Experts

• Storybook (⭐84k)- The UI development environment you'll love to use.

3. Awesome Vue

Projects Using Vue.js / Open Source

• fd-vue (⭐65) - Vue.js client for an IoT framework

• wildfire (⭐178) - A drop-in replacement for other comment plug-ins.

4. Awesome ad Free

Resources / Groups

• Brandalism - International street art collective that subverts advertising in urban space.

• Coalition to Ban Billboard Blight - Defending the urban landscape of Los Angeles from a proliferation of billboards.

Resources / Talks

• What if there was no advertising?

5. Awesome Vulkan

Bindings

• Vulkano (⭐4.4k) - Safe and rich Rust wrapper around the Vulkan API. [MIT]

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• Next: Dec 31, 2017