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Top 75 deep-learning-tutorial open source projects

Reconstruction of the fast neural style transfer (Johnson et al.). Some portions of the paper have been improved by the follow-up work like the instance normalization, etc. Checkout transformer_net.py's header for details.

✭ 85

python machine-learning deep-learning pytorch style-transfer deep-learning-tutorial non-photorealistic-rendering neural-style-transfer neural-style-transfer-tutorial

nettutorial

Deep learning tutorial

✭ 27

Jupyter Notebook python caffe tensorflow deep-learning-tutorial

Neo

Deep learning library in python from scratch

✭ 36

python machine-learning deep-learning neural-network numpy artificial-intelligence machine-learning-coursera deep-learning-tutorial numpy-tutorial machine-learning-tutorials numpy-neuralnet-exercise neural-network-builder neural-networks-from-scratch

nlp-notebooks

A collection of natural language processing notebooks.

✭ 19

python Jupyter Notebook nlp natural-language-processing deep-learning natural-language-generation nlp-resources deep-learning-tutorial natural-language-inference natural-language-understanding

sklearn-audio-classification

An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, and cross-validation with a variety of ML techniques and MLP

✭ 31

Jupyter Notebook audio machine-learning deep-neural-networks scikit-learn sklearn emotion classification audio-data feature-engineering deep-learning-tutorial model-evaluation emotion-detection emotion-recognition machine-learning-tutorials mlp-model ravdess-dataset dnns

deep-learning-topics

No description or website provided.

✭ 12

deep-neural-networks deep-learning-tutorial

tutorials

Introduction to Deep Learning: Chainer Tutorials

✭ 68

Jupyter Notebook deep-learning chainer deeplearning deep-learning-tutorial google-colaboratory

tensorflow-tutorial

郑泽宇等《TensorFlow实战Google深度学习框架》（第二版）学习

✭ 40

Jupyter Notebook python tensorflow-tutorials deep-learning-tutorial

NumpyDL

Deep Learning Library. For education. Based on pure Numpy. Support CNN, RNN, LSTM, GRU etc.

✭ 206

python HTML deep-neural-networks deep-learning deep-learning-algorithms deep-learning-tutorial deep-learning-framework

deep-learning-tutorial-with-chainer

Deep learning tutorial with Chainer

✭ 25

Jupyter Notebook python deep-learning chainer jupyter-notebook deep-learning-tutorial

pytorch-deepdream

PyTorch implementation of DeepDream algorithm (Mordvintsev et al.). Additionally I've included playground.py to help you better understand basic concepts behind the algo.

✭ 293

Jupyter Notebook python machine-learning deep-learning pytorch deepdream deep-learning-tutorial deep-dream-tutorial

Tensorflow-ML

Different machine learning algorithms implementation in Tensorflow

✭ 26

Jupyter Notebook machine-learning tensorflow deep-learning-tutorial

deep-blueberry

If you've always wanted to learn about deep-learning but don't know where to start, then you might have stumbled upon the right place!

✭ 17