arrayfire / arrayfire/arrayfire-ml

TODO List for 0.1 release

未关闭
#17 53 条评论 1 个 reaction 已指派 0 人 在 GitHub 查看
feature
主要语言
C++
星标
105
派生
22
PR 合并指标
30 天内没有已合并 PR

描述

### Base Classes
- [x] [nn::Module](https://github.com/arrayfire/arrayfire-ml/pull/30)
- [x] [autograd::Variable](https://github.com/arrayfire/arrayfire-ml/pull/30)
- [x] [Solver](https://github.com/arrayfire/arrayfire-ml/issues/35)
- [x] [nn::Loss](https://github.com/arrayfire/arrayfire-ml/issues/34)

### Autograd
- [x] Broadcasting [(sum, tile)](https://github.com/arrayfire/arrayfire-ml/pull/30)
- [x] [Math](https://github.com/arrayfire/arrayfire-ml/pull/30) (exp, pow, abs, sqrt, log)
- [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))
- [x] [matrix multiplication](https://github.com/arrayfire/arrayfire-ml/pull/30)
- [ ] [Convolutions and strided Convolutions](https://github.com/arrayfire/arrayfire-ml/issues/33)
- [ ] [Indexing and assignment](https://github.com/arrayfire/arrayfire-ml/issues/43)

### Neural Network
- [x] [Linear](https://github.com/arrayfire/arrayfire-ml/pull/30)
- [ ] [Convolve](https://github.com/arrayfire/arrayfire-ml/issues/33)
- [ ] [Pooling (Min, Max, Average)](https://github.com/arrayfire/arrayfire-ml/issues/33)
- [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)
- [ ] [Recurrent neural networks (RNN, LSTM, GRU)](https://github.com/arrayfire/arrayfire-ml/issues/20)
- [ ] [Various Losses](https://github.com/arrayfire/arrayfire-ml/issues/34)
- [x] [Containers (Sequential)](https://github.com/arrayfire/arrayfire-ml/pull/30)
- [x] [Initializers](https://github.com/arrayfire/arrayfire-ml/issues/24)

### Solvers / Optimizers
- [x] [SGD](https://github.com/arrayfire/arrayfire-ml/issues/35)
- [x] [ADAM](https://github.com/arrayfire/arrayfire-ml/issues/35)

### Examples

贡献指南

这个仓库没有索引到贡献指南

评估

这个 Issue 还没有评估数据。

把新 issue 发到你的邮箱

精选适合新手参与的 GitHub issue 摘要。