Deep Learning Coursera
This repository contains the programming assignments for Deep Learning specialization courses by Andrew Ng. It deals with the following concepts. DNNs, Hyperparameter tuning, Regularization, Optimization, CNNs (LeNet5, AlexNet, VGG, ResNet, Inception Network), Transfer Learning (Neural Style Transfer), RNNs (LSTM, GRU) and Structuring Machine Learning Projects.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Pytorch Kaldi | 2,138 | 2 years ago | 24 | Python | ||||||
| pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit. | ||||||||||
| Captcha_break | 1,677 | 4 years ago | 36 | mit | Jupyter Notebook | |||||
| 验证码识别 | ||||||||||
| Nlp Models Tensorflow | 1,329 | 4 years ago | 3 | mit | Jupyter Notebook | |||||
| Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0 | ||||||||||
| Cryptocurrencyprediction | 715 | a year ago | 11 | mit | Jupyter Notebook | |||||
| Predict Cryptocurrency Price with Deep Learning | ||||||||||
| Eeg Dl | 563 | a year ago | 10 | May 13, 2020 | 4 | mit | Python | |||
| A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow. | ||||||||||
| Nmt Keras | 514 | 3 years ago | 4 | mit | Python | |||||
| Neural Machine Translation with Keras | ||||||||||
| Seq2seq | 502 | 4 years ago | 11 | mit | Python | |||||
| Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch | ||||||||||
| Baiduyun_deeplearning_competition | 363 | 7 years ago | 1 | mit | Jupyter Notebook | |||||
| 百度云魅族深度学习应用大赛 | ||||||||||
| Easy Deep Learning With Keras | 336 | 3 years ago | Jupyter Notebook | |||||||
| Keras tutorial for beginners (using TF backend) | ||||||||||
| Haste | 298 | 9 months ago | 11 | apache-2.0 | C++ | |||||
| Haste: a fast, simple, and open RNN library | ||||||||||
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