Deep Learning
Implemented the deep learning techniques using Google Tensorflow that cover deep neural networks with a fully connected network using SGD and ReLUs; Regularization with a multi-layer neural network using ReLUs, L2-regularization, and dropout, to prevent overfitting; Convolutional Neural Networks (CNNs) with learning rate decay and dropout; and Recurrent Neural Networks (RNNs) for text and sequences with Long Short-Term Memory (LSTM) networks.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Examples | 21,341 | 3 months ago | 198 | bsd-3-clause | Python | |||||
| A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | ||||||||||
| Machine Learning Collection | 6,173 | 4 months ago | 95 | mit | Python | |||||
| A resource for learning about Machine learning & Deep Learning | ||||||||||
| Awesome Rnn | 5,856 | 2 years ago | 4 | |||||||
| Recurrent Neural Network - A curated list of resources dedicated to RNN | ||||||||||
| Lstm Human Activity Recognition | 3,074 | a year ago | 19 | mit | Jupyter Notebook | |||||
| Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier | ||||||||||
| Deep Learning Time Series | 1,811 | 2 years ago | 8 | apache-2.0 | Jupyter Notebook | |||||
| List of papers, code and experiments using deep learning for time series forecasting | ||||||||||
| Spago | 1,691 | 9 | 3 months ago | 35 | October 30, 2023 | 11 | bsd-2-clause | Go | ||
| Self-contained Machine Learning and Natural Language Processing library in Go | ||||||||||
| Word Rnn Tensorflow | 1,261 | 5 years ago | 32 | mit | Python | |||||
| Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow. | ||||||||||
| Lstm | 1,056 | 5 years ago | 25 | Python | ||||||
| Minimal, clean example of lstm neural network training in python, for learning purposes. | ||||||||||
| Recurrentjs | 864 | 7 years ago | 5 | HTML | ||||||
| Deep Recurrent Neural Networks and LSTMs in Javascript. More generally also arbitrary expression graphs with automatic differentiation. | ||||||||||
| Lstm Char Cnn Tensorflow | 737 | 6 years ago | 17 | mit | Python | |||||
| in progress | ||||||||||
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Jupyter Notebook
Deep Learning
Machine Learning
Network
Tensorflow
Neural Network
Neural
Convolutional Neural Networks
Lstm
Recurrent Neural Networks
Word2vec