Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
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TranslatedMachine learning tutorials
TranslatedSimple Reinforcement learning tutorials, 莫烦Python (Mofan Python, "don't be annoyed Python") Chinese AI teaching
- reinforcement-learning
- tutorial
- q-learning
- sarsa
A resource for learning about Machine learning & Deep Learning
- pytorch
- pytorch-implementation
- pytorch-tutorial
- pytorch-gan
:earth_americas: Simple and ready-to-use tutorials for TensorFlow
TranslatedTensorflow tutorial from basic to hard, 莫烦Python (Mo Fan Python, "Morvan Python") Chinese AI teaching
- tensorflow
- tensorflow-tutorials
- gan
- generative-adversarial-network
TranslatedCNN-RNN Chinese text classification, based on TensorFlow
- tensorflow
- cnn
- text-classification
- chinese
How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows
Simple and comprehensive tutorials in TensorFlow
:computer:深度学习实战：手写数字识别、Discuz验证码识别、垃圾分类、语义分割
- deep-learning
- pytorch
- tensorflow
- python
Bare bone examples of machine learning in TensorFlow
- tensorflow
- tensorflow-tutorials
- distributed-computing
- simple
A TensorFlow & Deep Learning online course I taught in 2016
- deep-learning
- tensorflow
- deep-learning-tutorial
- tensorboard
텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다
- neural-network
- tensorflow
- mnist
- autoencoder
Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.
- hyperopt
- hyperparameter-optimization
- hyperparameter-tuning
- hyperparameters-optimization
An E2E tutorial to create a video game controller by creating a custom pose classifier using TF Lite.