From 5df61c0ed7f998a2d2e05c18ee950b47463c5a77 Mon Sep 17 00:00:00 2001 From: zeus Date: Mon, 6 Dec 2021 23:38:57 +0200 Subject: [PATCH] tech list --- tech-list/modules/ROOT/pages/index.adoc | 25 ++++++++++++++++++------- 1 file changed, 18 insertions(+), 7 deletions(-) diff --git a/tech-list/modules/ROOT/pages/index.adoc b/tech-list/modules/ROOT/pages/index.adoc index 2e64556..c2c66ec 100644 --- a/tech-list/modules/ROOT/pages/index.adoc +++ b/tech-list/modules/ROOT/pages/index.adoc @@ -216,19 +216,19 @@ https://reagent.ai/[pytorch - Reinforcement Learning Platform^] |*Top PyTorch Projects* -CheXNet: Radiologist-level pneumonia detection on chest X-rays with deep learning. https://stanfordmlgroup.github.io/projects/chexnet/[url^] +* CheXNet: Radiologist-level pneumonia detection on chest X-rays with deep learning. https://stanfordmlgroup.github.io/projects/chexnet/[url^] -PYRO: Pyro is a universal probabilistic programming language (PPL) written in Python and supported by PyTorch on the backend. https://pyro.ai/[url^] +* PYRO: Pyro is a universal probabilistic programming language (PPL) written in Python and supported by PyTorch on the backend. https://pyro.ai/[url^] -Horizon: A platform for applied reinforcement learning (Applied RL) https://horizonrl.com[url^] +* Horizon: A platform for applied reinforcement learning (Applied RL) https://horizonrl.com[url^] |*Top TensorFlow Projects* -Magenta: An open source research project exploring the role of machine learning as a tool in the creative process. https://magenta.tensorflow.org/[url^] +* Magenta: An open source research project exploring the role of machine learning as a tool in the creative process. https://magenta.tensorflow.org/[url^] -Sonnet: Sonnet is a library built on top of TensorFlow for building complex neural networks. https://sonnet.dev/[url^] +* Sonnet: Sonnet is a library built on top of TensorFlow for building complex neural networks. https://sonnet.dev/[url^] -Ludwig: Ludwig is a toolbox to train and test deep learning models without the need to write code. https://uber.github.io/ludwig/[url^] +* Ludwig: Ludwig is a toolbox to train and test deep learning models without the need to write code. https://uber.github.io/ludwig/[url^] | *Production Deployment* @@ -247,26 +247,37 @@ TenforFlow’s visualization library is called TensorBoard. |Tensorflow has APIs for various langages : * C (used to develop other APIs in practice, though) + * C++ (Tensorflow is written in C++ and CUDA) + * Java + * GO + * Rust + * Haskell (yes, even Haskell) + * C# + * Julia + * R + * Python -* + * And, of course, for JavaScript, since 2019. |*Pytorch Cons:* * Third-party needed for visualization. + * API server needed for production. |*TensorFlow Cons:* * Debugging method. + * Hard to make quick changes.