A collection of Machine Learning Acronyms.
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| Meaning | |
|---|---|
| AD | Automatic differentiation |
| AE | Auto encoder |
| ARD | Automatic Relevance Determination |
| ASR | Automatic Speech Recognition |
| BNN | Binary Neural Net |
| BPTS | Backpropagation through structure |
| BPTT | Back propagation through time |
| CNN | Convolutional Neural network |
| COCO | Common Objects in Context |
| CTC | Connectionist Temporal Classification |
| DBN | Deep Belief Network |
| DCGAN | Deep Convolutional Generative Adversarial Networks |
| DNN | Deep Neural Network |
| EBM | Energy Based Model |
| ELU | Exponential Linear Unit |
| ESP | Enforced SubPopulations |
| GA | Genetic algorithm |
| GAN | Generative Adversarial Network |
| GMM | Gaussian Mixture Model |
| GRU | Gated Recurrent Unit |
| HAM | Hierarchical Attentive Memory |
| HMM | Hidden Markov Model |
| HTM | Heirarchal temporal memory |
| KNN | k-Nearest Neighbors |
| LReLU | Leaky ReLU |
| LSTM | Long short-term memory |
| MCMC | Markov chain Monte Carlo |
| MDP | Markov Decision Processes |
| MLP | Multi-layer Perceptrons |
| NE | NeuroEvolution |
| NEAT | NeuroEvolution of Augmenting Topologies |
| NLP | Natural Language Processing |
| NMT | neural machine translation |
| NTM | Neural Turing Machine |
| OLS | Ordinary Least Squares Regression |
| PAC-MDP | Probably Approximately Correct in Markov Decision Processes |
| PCA | Principal component analysis |
| PReLU | Paramaterized ReLU |
| RBM | Restricted Boltzmann Machines |
| ReLU | Rectified Linear Unit |
| ResNet | Residual Neural Network |
| RL | Reinforcement Learning |
| RNN | Recurrent Neural Network |
| RNTN | Recursive Neural Tensor Network |
| RProp | resilient backpropagation |
| RTRL | Real Time Recurrent Learning |
| RVM | Relevance Vector Machine |
| SANE | Symbiotic Adaptive NeuroEvolution |
| SGD | Stochastic Gradient Descent |
| SIFT | Scale-Invariant Feature Transform |
| SRN | Simple Recurrent Network |
| SVD | singular value decomposition |
| SVM | Support Vector Machine |
| TF | TensorFlow |
| TFIDF | Term Frequency Inverse Document Frequency |
| VLAD | Vector of Locally Aggregated Descriptors |
| WFST | Weighted Finite-State Transducers |