rnn-benchmarks
RNN benchmarks
This project provides benchmarking results comparing various deep learning RNN implementations across different frameworks.
Benchmarks for several RNN variations with different deep-learning frameworks
169 stars
26 watching
48 forks
Language: Python
last commit: over 7 years agoRelated projects:
| Repository | Description | Stars |
|---|---|---|
 google-research/deep_ope | Provides benchmarking policies and datasets for offline reinforcement learning | 85 |
 gwtaylor/theano-rnn | A demonstration project of a recurrent neural network implemented with Theano | 377 |
 google/uis-rnn | This library provides an implementation of an algorithm for segmenting and clustering sequential data, learning from examples. | 1,564 |
 rll-research/url_benchmark | A benchmark suite for unsupervised reinforcement learning agents, providing pre-trained models and scripts for testing and fine-tuning agent performance. | 335 |
 usa-npn/rnpn | An R client for interacting with the National Phenology Network's web services to access observational data and geospatial phenological model and climatological data. | 19 |
 l0sg/relational-rnn-pytorch | An implementation of DeepMind's Relational Recurrent Neural Networks (Santoro et al. 2018) in PyTorch for word language modeling | 245 |
 damitkwr/esrnn-gpu | A PyTorch implementation of an optimized deep learning model for time series forecasting on GPUs. | 319 |
 robertsdionne/neural-network-papers | A curated collection of research papers on neural networks and deep learning | 1,958 |
 element-research/rnn | A Lua-based library for building and working with recurrent neural networks | 941 |
 zalandoresearch/pytorch-dilated-rnn | Implementations of Dilated Recurrent Neural Networks in PyTorch | 211 |
 emited/variationalrecurrentneuralnetwork | A deep learning implementation of a VRNN model for sequential data processing | 282 |
 zerogerc/rnn-autocomplete | A neural network-based code completion system | 9 |
 catboost/benchmarks | Comparative benchmarks of various machine learning algorithms | 169 |
 jeromefroe/golang_benchmarks | A collection of benchmarks for various Go programming language features and patterns | 108 |
 lesnyrumcajs/grpc_bench | Provides a standardized benchmark for comparing performance and resource usage of gRPC libraries across different programming languages and technologies | 896 |