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README.md

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#### Neural Networks
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[Convolutional Neural Networks for Visual Recognition](https://cs231n.github.io/) - Stanford CS class.
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[ConvNet Shape Calculator](https://madebyollin.github.io/convnet-calculator/) - Calculate output dimensions of Conv2D layer.
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[Great Gradient Descent Article](https://towardsdatascience.com/10-gradient-descent-optimisation-algorithms-86989510b5e9)
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[Intro to semi-supervised learning](https://lilianweng.github.io/lil-log/2021/12/05/semi-supervised-learning.html)
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[Great Gradient Descent Article](https://towardsdatascience.com/10-gradient-descent-optimisation-algorithms-86989510b5e9).
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[Intro to semi-supervised learning](https://lilianweng.github.io/lil-log/2021/12/05/semi-supervised-learning.html).
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##### Tutorials & Viewer
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fast.ai course - [Lessons 1-7](https://course.fast.ai/videos/?lesson=1), [Lessons 8-14](http://course18.fast.ai/lessons/lessons2.html)
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[textgenrnn](https://github.com/minimaxir/textgenrnn) - Ready-to-use LSTM for text generation.
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[ctrl](https://github.com/salesforce/ctrl) - Text generation.
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##### Neural network and deep learning frameworks
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[OpenMMLab](https://github.com/open-mmlab) - Framework for segmentation, classification and lots of other computer vision tasks.
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[caffe](https://github.com/BVLC/caffe) - Deep learning framework, [pretrained models](https://github.com/BVLC/caffe/wiki/Model-Zoo).
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[mxnet](https://github.com/apache/incubator-mxnet) - Deep learning framework, [book](https://d2l.ai/index.html).
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##### Libs General
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[keras](https://keras.io/) - Neural Networks on top of [tensorflow](https://www.tensorflow.org/), [examples](https://gist.github.com/candlewill/552fa102352ccce42fd829ae26277d24).
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[keras-contrib](https://github.com/keras-team/keras-contrib) - Keras community contributions.
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[ffcv](https://github.com/libffcv/ffcv) - Fast dataloder.
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##### Libs Pytorch
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[Good Pytorch Introduction](https://cs230.stanford.edu/blog/pytorch/)
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[Good Pytorch Introduction](https://cs230.stanford.edu/blog/pytorch/)
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[skorch](https://github.com/dnouri/skorch) - Scikit-learn compatible neural network library that wraps pytorch, [talk](https://www.youtube.com/watch?v=0J7FaLk0bmQ), [slides](https://github.com/thomasjpfan/skorch_talk).
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[fastai](https://github.com/fastai/fastai) - Neural Networks in pytorch.
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[timm](https://github.com/rwightman/pytorch-image-models) - Pytorch image models.
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[horovod](https://github.com/horovod/horovod) - Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
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##### Architecture Visualization
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[Awesome List](https://github.com/ashishpatel26/Tools-to-Design-or-Visualize-Architecture-of-Neural-Network)
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[Awesome List](https://github.com/ashishpatel26/Tools-to-Design-or-Visualize-Architecture-of-Neural-Network).
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[netron](https://github.com/lutzroeder/netron) - Viewer for neural networks.
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[visualkeras](https://github.com/paulgavrikov/visualkeras) - Visualize Keras networks.
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[dgl](https://github.com/dmlc/dgl) - Deep Graph Library.
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[graph_nets](https://github.com/deepmind/graph_nets) - Build graph networks in Tensorflow, by deepmind.
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##### Other neural network and deep learning frameworks
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[caffe](https://github.com/BVLC/caffe) - Deep learning framework, [pretrained models](https://github.com/BVLC/caffe/wiki/Model-Zoo).
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[mxnet](https://github.com/apache/incubator-mxnet) - Deep learning framework, [book](https://d2l.ai/index.html).
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#### Model conversion
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[hummingbird](https://github.com/microsoft/hummingbird) - Compile trained ML models into tensor computations (by Microsoft).
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