Title: TODO List for 0.1 release · Issue #17 · arrayfire/arrayfire-ml · GitHub
Open Graph Title: TODO List for 0.1 release · Issue #17 · arrayfire/arrayfire-ml
X Title: TODO List for 0.1 release · Issue #17 · arrayfire/arrayfire-ml
Description: Base Classes nn::Module autograd::Variable Solver nn::Loss Autograd Broadcasting (sum, tile) Math (exp, pow, abs, sqrt, log) Binary (add, subtract, multiply, divide, min, max, logical operators) matrix multiplication Convolutions and str...
Open Graph Description: Base Classes nn::Module autograd::Variable Solver nn::Loss Autograd Broadcasting (sum, tile) Math (exp, pow, abs, sqrt, log) Binary (add, subtract, multiply, divide, min, max, logical operators) ma...
X Description: Base Classes nn::Module autograd::Variable Solver nn::Loss Autograd Broadcasting (sum, tile) Math (exp, pow, abs, sqrt, log) Binary (add, subtract, multiply, divide, min, max, logical operators) ma...
Opengraph URL: https://github.com/arrayfire/arrayfire-ml/issues/17
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{"@context":"https://schema.org","@type":"DiscussionForumPosting","headline":"TODO List for 0.1 release","articleBody":"### Base Classes\r\n- [x] [nn::Module](https://github.com/arrayfire/arrayfire-ml/pull/30)\r\n- [x] [autograd::Variable](https://github.com/arrayfire/arrayfire-ml/pull/30)\r\n- [x] [Solver](https://github.com/arrayfire/arrayfire-ml/issues/35)\r\n- [x] [nn::Loss](https://github.com/arrayfire/arrayfire-ml/issues/34)\r\n\r\n### Autograd\r\n- [x] Broadcasting [(sum, tile)](https://github.com/arrayfire/arrayfire-ml/pull/30)\r\n- [x] [Math](https://github.com/arrayfire/arrayfire-ml/pull/30) (exp, pow, abs, sqrt, log)\r\n- [x] Binary ([add, subtract, multiply, divide](https://github.com/arrayfire/arrayfire-ml/pull/30), [min, max, logical operators](https://github.com/arrayfire/arrayfire-ml/pull/32))\r\n- [x] [matrix multiplication](https://github.com/arrayfire/arrayfire-ml/pull/30)\r\n- [ ] [Convolutions and strided Convolutions](https://github.com/arrayfire/arrayfire-ml/issues/33)\r\n- [ ] [Indexing and assignment](https://github.com/arrayfire/arrayfire-ml/issues/43)\r\n\r\n### Neural Network\r\n- [x] [Linear](https://github.com/arrayfire/arrayfire-ml/pull/30)\r\n- [ ] [Convolve](https://github.com/arrayfire/arrayfire-ml/issues/33) \r\n- [ ] [Pooling (Min, Max, Average)](https://github.com/arrayfire/arrayfire-ml/issues/33)\r\n- [x] Activations: [Sigmoid, Tanh](https://github.com/arrayfire/arrayfire-ml/pull/30), [ReLU](https://github.com/arrayfire/arrayfire-ml/pull/31) and [related](https://github.com/arrayfire/arrayfire-ml/pull/32)\r\n- [ ] [Recurrent neural networks (RNN, LSTM, GRU)](https://github.com/arrayfire/arrayfire-ml/issues/20)\r\n- [ ] [Various Losses](https://github.com/arrayfire/arrayfire-ml/issues/34)\r\n- [x] [Containers (Sequential)](https://github.com/arrayfire/arrayfire-ml/pull/30)\r\n- [x] [Initializers](https://github.com/arrayfire/arrayfire-ml/issues/24)\r\n\r\n### Solvers / Optimizers\r\n- [x] [SGD](https://github.com/arrayfire/arrayfire-ml/issues/35)\r\n- [x] [ADAM](https://github.com/arrayfire/arrayfire-ml/issues/35)\r\n\r\n### Examples","author":{"url":"https://github.com/pavanky","@type":"Person","name":"pavanky"},"datePublished":"2015-06-17T22:34:25.000Z","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/CommentAction","userInteractionCount":53},"url":"https://github.com/17/arrayfire-ml/issues/17"}
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