Tensorflow

entities · 13 notes linked

Related: Deep Learning · Google · Github · Recurrent Neural Networks · Scikit Learn · Keras · Machine Learning · Neural Networks

Notes

• 35 Best Resources To Learn Machine Learning — Curated list of free interactive ML and deep learning visualization tools
• A ten-minute introduction to sequence-to-sequence learning in Keras — Keras LSTM encoder-decoder implementation for sequence-to-sequence translation
• Building a simple Generative Adversarial Network (GAN) using TensorFlow | DigitalOcean — TensorFlow GAN tutorial with generator, discriminator, and feature visualization
• DeepDream | TensorFlow Core — Visualizing neural network patterns via gradient ascent on images
• GitHub - josephmisiti/awesome-machine-learning: A curated list of awesome Machine Learning frameworks, libraries and software. — Curated multi-language catalog of machine learning frameworks and libraries
• GitHub - pkmital/tensorflow_tutorials: From the basics to slightly more interesting applications of Tensorflow — TensorFlow tutorial series from basics through autoencoders and residual networks
• GitHub - tensorflow/skflow: Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning — SkFlow simplified TensorFlow API mimicking scikit-learn, merged into TensorFlow contrib
• How To Install TensorFlow on M1 Mac — Step-by-step TensorFlow setup on Apple M1 ARM64 chip
• Implementation differences in LSTM layers- Tensorflow vs Pytorch | Towards Data Science — API and parameter differences in LSTM layer implementations across TF and PyTorch
• Migrating an Sklearn model training Pipeline to Tensorflow Keras. — Porting sklearn preprocessing pipelines natively into Keras using EasyFlow
• Neural Structured Learning | TensorFlow — TensorFlow framework for training with explicit graph or adversarial structure
• Paths to the Future: A Year at Google Brain — Personal account of working at Google Brain on TensorFlow development
• Swift: Google's bet on differentiable programming — Google's Swift for TensorFlow project integrating native differentiable programming