{"id":22419043,"url":"https://github.com/en10/mnist","last_synced_at":"2026-04-30T17:31:36.079Z","repository":{"id":75872180,"uuid":"67886664","full_name":"EN10/MNIST","owner":"EN10","description":"Several MNIST Tensorflow 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unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["handwriting","machine-learning","mnist","neural-network","tensorflow"],"created_at":"2024-12-05T16:13:57.170Z","updated_at":"2026-04-30T17:31:36.074Z","avatar_url":"https://github.com/EN10.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# MNIST\n\n## Tensorflow examples using MNIST.  \n\n**How to Install TensorFlow using pip**  \nhttps://www.tensorflow.org/install/install_linux#determine_how_to_install_tensorflow  \nTested on cs50.io:  \n`sudo pip install -U pip`  \n`sudo pip install tensorflow`\n\n**MNIST For ML Beginners**  \n[softmax.py](https://github.com/EN10/MNIST/blob/master/softmax.py) from https://www.tensorflow.org/get_started/mnist/beginners  \nReport Accuracy [print.py](https://github.com/EN10/MNIST/blob/master/print.py) \n\n**TensorBoard Demo**  \n[board.py](https://github.com/EN10/MNIST/blob/master/board.py) TensorBoard Image [image.py](https://github.com/EN10/MNIST/blob/master/image.py)  \nhttps://www.tensorflow.org/get_started/summaries_and_tensorboard  \nneeds to run in python before tensorboard  \n`python board.py`  \n`tensorboard --logdir=/tmp/mnist_logs --port 8080`  \ntensorboard defaut port 6006 may not be open  \ne.g. https://cicai-eniof.cs50.io\n\n**Predict from Image**  \n[predict.py](https://github.com/EN10/MNIST/blob/master/predict.py)\nrequires :  \n`sudo pip install --upgrade scipy`  \n`sudo pip install pillow`  \nbased on [softmax.py](https://github.com/EN10/MNIST/blob/master/softmax.py) \nL25 based on [cnnPredict.py](https://github.com/EN10/KerasMNIST/blob/master/cnnPredict.py) L3-11  \ntrained on `mnist.train.images[0]` vs image `imread('test3.png',mode='L')`  \n\n[expert.py](https://github.com/EN10/MNIST/blob/master/MoreExamples/expert.py) from https://www.tensorflow.org/get_started/mnist/pros  \n\n**Remove Tensorflow Warning**  \ndisable \"cpu_feature_guard\":  \n`export TF_CPP_MIN_LOG_LEVEL=2`\n\n#### Older Examples\n\n[2L.py](https://github.com/EN10/MNIST/blob/master/MoreExamples/2L.py)    ReLu, Random W \n2 Layer Feed-Forward Neural Network     \nhttp://stackoverflow.com/questions/38136961/how-to-create-2-layers-neural-network-using-tensorflow-and-python-on-mnist-data  \nhttps://cloud.google.com/blog/big-data/2017/01/learn-tensorflow-and-deep-learning-without-a-phd  \n\n[ply.py](https://github.com/EN10/MNIST/blob/master/MoreExamples/plt.py) on ipynb, view image data. See [installJupyter.txt](https://github.com/EN10/MNIST/blob/master/installJupyter.txt)   \nOriginal:   \nhttps://github.com/random-forests/tutorials/blob/master/ep7.ipynb   \nhttps://www.youtube.com/watch?v=Gj0iyo265bc     \nUpdated:    \nhttp://tneal.org/post/tensorflow-ipython/TensorFlowMNIST/    \nhttp://stackoverflow.com/questions/36651704/which-cmap-colormap-to-use-with-matplotlib-imshow-to-diplay-the-mnist-datase    \n\nPredict from Canvas see In [8]:   \nhttps://github.com/dmlc/mxnet-notebooks/blob/master/python/tutorials/mnist.ipynb\n\nMNIST for Handwriting Prediction:   \nhttps://github.com/niektemme/tensorflow-mnist-predict ","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fen10%2Fmnist","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fen10%2Fmnist","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fen10%2Fmnist/lists"}