Zeroclanzhang：创建页面，内容为“{{Navbox | name = Differentiable computing | state = expanded | title = Differentiable computing | bodyclass = hlist | image = | group1 = General | list1 = * '''Differentiable programming''' * Information geometry * Statistical manifold * Automatic differentiation * Neuromorphic engineering * Pattern recognition * Tensor calculus * Computational learning theory * Inductive bi…”

2024-01-22T07:07:34Z

创建页面，内容为“{{Navbox | name = Differentiable computing | state = <noinclude>expanded</noinclude> | title = Differentiable computing | bodyclass = hlist | image = | group1 = General | list1 = * '''Differentiable programming''' * Information geometry * Statistical manifold * Automatic differentiation * Neuromorphic engineering * Pattern recognition * Tensor calculus * Computational learning theory * Inductive bi…”

新页面

{{Navbox
| name = Differentiable computing
| state = <noinclude>expanded</noinclude>
| title = Differentiable computing
| bodyclass = hlist
| image =

| group1 = [[Differentiable function|General]]
| list1 =
* '''[[Differentiable programming]]'''
* [[Information geometry]]
* [[Statistical manifold]]
* [[Automatic differentiation]]
* [[Neuromorphic engineering]]
* [[Pattern recognition]]
* [[Tensor calculus]]
* [[Computational learning theory]]
* [[Inductive bias]]

| group2 = Concepts
| list2 =
* [[Gradient descent]]
** [[Stochastic gradient descent|SGD]]
* [[Cluster analysis|Clustering]]
* [[Regression analysis|Regression]]
** [[Overfitting]]
* [[Hallucination (artificial intelligence)|Hallucination]]
* [[Adversarial machine learning|Adversary]]
* [[Attention (machine learning)|Attention]]
* [[Convolution]]
* [[Loss functions for classification|Loss functions]]
* [[Backpropagation]]
* [[Batch normalization|Batchnorm]]
* [[Activation function|Activation]]
** [[Softmax function|Softmax]]
** [[Sigmoid function|Sigmoid]]
** [[Rectifier (neural networks)|Rectifier]]
* [[Regularization (mathematics)|Regularization]]
* [[Training, validation, and test sets|Datasets]]
** [[Data augmentation|Augmentation]]
* [[Diffusion process|Diffusion]]
* [[Autoregressive model|Autoregression]]
| group4 = Applications
| list4 =
* [[Machine learning]]
** [[Prompt engineering#In-context learning|In-context learning]]
* [[Artificial neural network]]
** [[Deep learning]]
* [[Computational science|Scientific computing]]
* [[Artificial intelligence|Artificial Intelligence]]
* [[Language model]]
** [[Large language model]]

| group5 = Hardware
| list5 =
* [[Graphcore|IPU]]
* [[Tensor Processing Unit|TPU]]
* [[Vision processing unit|VPU]]
* [[Memristor]]
* [[SpiNNaker]]

| group6 = Software libraries
| list6 =
* [[TensorFlow]]
* [[PyTorch]]
* [[Keras]]
* [[Theano (software)|Theano]]
* [[Google JAX|JAX]]
* [[Flux (machine-learning framework)|Flux.jl]]

| group7 = Implementations
| list7 =
{{Navbox |child

| group1 = Audio–visual
| list1 =
* [[AlexNet]]
* [[WaveNet]]
* [[Human image synthesis]]
* [[Handwriting recognition|HWR]]
* [[Optical character recognition|OCR]]
* [[Deep learning speech synthesis|Speech synthesis]]
* [[Speech recognition]]
* [[Facial recognition system|Facial recognition]]
* [[AlphaFold]]
* [[DALL-E]]
* [[Midjourney]]
* [[Stable Diffusion]]
* [[Whisper (speech recognition system)|Whisper]]
|group2=Verbal
|list2=
* [[Word2vec]]
* [[Seq2seq]]
* [[BERT (language model)|BERT]]
* [[Gemini (language model)|Gemini]]
* [[LaMDA]]
** [[Bard (chatbot)|Bard]]
* [[Neural machine translation|NMT]]
* [[Project Debater]]
* [[IBM Watson]]
* [[GPT-1]]
* [[GPT-2]]
* [[GPT-3]]
* [[GPT-4]]
* [[ChatGPT]]
* [[GPT-J]]
* [[Chinchilla AI]]
* [[PaLM]]
* [[BLOOM (language model)|BLOOM]]
* [[LLaMA]]

| group3 = Decisional
| list3 =
* [[AlphaGo]]
* [[AlphaZero]]
* [[Q-learning]]
* [[State–action–reward–state–action|SARSA]]
* [[OpenAI Five]]
* [[Self-driving car]]
* [[MuZero]]
* [[Action selection]]
** [[Auto-GPT]]
* [[Robot control]]

}}
| group8 = People
| list8 =
* [[Yoshua Bengio]]
* [[Alex Graves (computer scientist)|Alex Graves]]
* [[Ian Goodfellow]]
* [[Stephen Grossberg]]
* [[Demis Hassabis]]
* [[Geoffrey Hinton]]
* [[Yann LeCun]]
* [[Fei-Fei Li]]
* [[Andrew Ng]]
* [[Jürgen Schmidhuber]]
* [[David Silver (computer scientist)|David Silver]]
* [[Ilya Sutskever]]

| group9 = Organizations
| list9 =
* [[Anthropic]]
* [[EleutherAI]]
* [[Google DeepMind]]
* [[Hugging Face]]
* [[OpenAI]]
* [[Meta AI]]
* [[Mila (research institute)|Mila]]
* [[MIT Computer Science and Artificial Intelligence Laboratory|MIT CSAIL]]

| group10 = Architectures
| list10=
* [[Neural Turing machine]]
* [[Differentiable neural computer]]
* [[Transformer (machine learning model)|Transformer]]
* [[Recurrent neural network|Recurrent neural network (RNN)]]
* [[Long short-term memory|Long short-term memory (LSTM)]]
* [[Gated recurrent unit|Gated recurrent unit (GRU)]]
* [[Echo state network]]
* [[Multilayer perceptron|Multilayer perceptron (MLP)]]
* [[Convolutional neural network]]
* [[Residual neural network]]
* [[Mamba (deep learning)|Mamba]]
* [[Autoencoder|Autoencoder]]
* [[Variational autoencoder|Variational autoencoder (VAE)]]
* [[Generative adversarial network|Generative adversarial network (GAN)]]
* [[Graph neural network]]

| below =
* {{icon|portal}} Portals
** [[Portal:Computer programming|Computer programming]]
** [[Portal:Technology|Technology]]
* {{icon|category}} Categories
** [[:Category:Artificial neural networks|Artificial neural networks]]
** [[:Category:Machine learning|Machine learning]]

}}<noinclude>
{{Documentation}}
[[Category:Computing navigational boxes]]
</noinclude>

模板:Differentiable computing - 版本历史