TensorFlow
TensorFlow Hub is useful.
title: TensorFlow#
TensorFlow Hub ↗ is useful.
Links#
- TensorFlow Examples ↗
- TensorFlow Learn ↗ (Code ↗)
- Swift for TensorFlow ↗
- TensorFlow & OpenAI Gym Tutorial: Behavioral Cloning! ↗
- Classifying Text with Neural Networks and TensorFlow ↗
- Deep Learning 2: Introduction to TensorFlow ↗
- Tensorpack ↗ - Neural Net Training Interface on TensorFlow.
- StyleGAN ↗ - Official TensorFlow Implementation.
- Ludwig ↗ - Toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code.
- Pre-trained TensorFlow.js models ↗
- TensorFlow Privacy ↗ - Python library that includes implementations of TensorFlow optimizers for training machine learning models with differential privacy.
- Easy-TensorFlow ↗ - Simple and comprehensive tutorials in TensorFlow.
- TensorFlow Graphics ↗
- Blocksparse ↗ - Efficient GPU kernels for block-sparse matrix multiplication and convolution.
- TensorFlow.js converter ↗ - Convert TensorFlow SavedModel and Keras models to TensorFlow.js.
- tfjs-node ↗ - TensorFlow backend for TensorFlow.js via Node.js
- Neural Structured Learning in TensorFlow ↗
- TensorFlow Transform ↗ - Library for preprocessing data with TensorFlow.
- HN: Tensorflow 2.0 (2019) ↗
- TensorFlow 2.0 + Keras Overview for Deep Learning Researchers (2019) ↗
- Swift for TensorFlow Models ↗
- Tensors Fitting Perfectly ↗ - Invokes Swift compiler to lower your Swift code down to SIL (Swift intermediate representation), and use it to scan your code for assertions that pertain to shapes of tensors.
- Swift for TensorFlow ↗ - Next-generation platform for machine learning, incorporating the latest research across machine learning, compilers, differentiable programming, systems design, and beyond.
- Graph Nets ↗ - DeepMind’s library for building graph networks in Tensorflow and Sonnet.
- tract ↗ - Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference.
- IREE ↗ - Experimental MLIR Execution Environment.
- For Your Ears Only: Personalizing Spotify Home with Machine Learning (2020) ↗
- TensorFlow workshops ↗ - Few exercises for use at events.
- TensorFlow Examples ↗
- A Primer on TensorFlow 2.0 (2019) ↗
- Convert TensorFlow models to ONNX ↗
- TensorFlow-Slim ↗ - Lightweight library for defining, training and evaluating complex models in TensorFlow.
- SwiftAI ↗ - Swift for TensorFlow’s high-level API, modeled after fastai.
- Graph Convolutional Networks in TensorFlow ↗
- TensorFlow SIG Addons ↗ - Useful extra functionality for TensorFlow 2.x maintained by SIG-addons.
- Learning to See in the Dark ↗ (HN ↗)
- TensorFlow Profiler ↗ - Profiling and performance analysis tool for TensorFlow.
- TFRT: A New TensorFlow Runtime ↗
- Farewell, TensorFlow (2020) ↗ (Twitter ↗)
- Effective TensorFlow ↗ - TensorFlow tutorials and best practices.
- TensorFlow.js ↗ - WebGL accelerated JavaScript library for training and deploying ML models. (Web ↗) (HN ↗) (Examples ↗)
- TensorFlow benchmarks ↗ - Contains various TensorFlow benchmarks.
- Deep Learning Tutorials with Tensorflow ↗
- TensorFlow vs PyTorch (2020) ↗
- Tensorflow on edge, or – Building a “smart” security camera with a Raspberry Pi (2020) ↗ (HN ↗)
- Sardonyx ↗ - Convert your ONNX models into Swift for TensorFlow or Metal Performance Shaders.
- pix2pix implementation using Swift for TensorFlow ↗
- Learning to Cartoonize Using White-box Cartoon Representations ↗
- Deep Xi ↗ - Deep Learning Approach to A Priori SNR Estimation for speech enhancement.
- TF-Coder, a tool that writes tricky TensorFlow expressions (2020) ↗ (HN ↗)
- TensorBoard ↗ - Suite of web applications for inspecting and understanding your TensorFlow runs and graphs.
- Awesome TensorFlowJS ↗
- Tensorflow vs Scikit-learn (2020) ↗
- TensorFlow Scala ↗ - TensorFlow API for the Scala Programming Language.
- TensorFlow Federated ↗ - Framework for implementing federated learning.
- Pipcook ↗ - Front-End Algorithm Engineering Platform based on Tensorflow.js.
- TensorFlow Compression ↗ - Build your own ML models with end-to-end optimized data compression built in.
- Supercharging the TensorFlow.js WebAssembly backend with SIMD and multi-threading (2020) ↗
- NSFW detection on the client-side via TensorFlow.js ↗ (Web ↗)
- Trieste ↗ - Bayesian optimization toolbox built on TensorFlow.
- Introduction to Swift for TensorFlow (2020) ↗ (Slides ↗)
- Convolutional Neural Networks with Swift for TensorFlow ↗
- Swift for TensorFlow Models ↗
- TensorFlow Model Garden ↗ - Repository with a number of different implementations of state-of-the-art (SOTA) models and modeling solutions for TensorFlow users.
- Mac-optimized TensorFlow and TensorFlow Addons ↗
- TensorFlow binaries supporting AVX, FMA, SSE ↗
- Swift4TF ↗ - Set of notebooks explaining swift for tensorflow optimized to run in Google Collaboratory.
- Siamese networks with Keras, TensorFlow, and Deep Learning (2020) ↗
- Awesome TensorFlow ↗
- checkmate ↗ - Training neural networks in TensorFlow 2.0 with 5x less memory.
- TensorFlow in Swift Handbook ↗
- Recursive custom gradients in TensorFlow (2020) ↗
- TensorFlow inferencing using WebAssembly and WASI (2020) ↗
- React-Tensorflow ↗ - Tensorflow hooks for React.
- Mesh TensorFlow ↗ - Language for distributed deep learning, capable of specifying a broad class of distributed tensor computations.
- TensorFlow 101: Introduction to Deep Learning ↗
- TensorFlow Lite Support ↗ - Toolkit that helps users to develop ML and deploy TFLite models onto mobile / ioT devices.
- HN: Swift for TensorFlow Shuts Down (2021) ↗ (Lobsters ↗)
- Tensorflow on open source GPUs (2020) ↗
- PalletML ↗ - Deploy your TensorFlow models to mobile. Instantly. (HN ↗)
- Why is Tensorflow so hated on and PyTorch is the cool kids framework? (2021) ↗
- CppFlow ↗ - Run TensorFlow models in C++ without installation and without Bazel.
- Why do practitioners still use regular TensorFlow? (2021) ↗
- Neural Network TensorFlow C API ↗
- Adaptive Framework for On-device Recommendation (2021) ↗
- Zero to Mastery Deep Learning with TensorFlow ↗
- TensorFlow Ranking ↗ - Learning to Rank in TensorFlow.
- GPflow ↗ - Gaussian processes in TensorFlow.
- Learning TensorFlow.js Book (2021) ↗
- TF/JAX Tutorials (2021) ↗
- Scaling TensorFlow to 300 million predictions per second (2021) ↗
- TypedFlow ↗ - Typed, higher-order frontend to TensorFlow and a high-level library for deep-learning.
- TensorFlow RiemOpt ↗ - Library for manifold-constrained optimization in TensorFlow.
- TensorFlow aarch64 ↗ - TensorFlow wheels (whl) for aarch64 / ARMv8 / ARM64.
- Transformer-in-Transformer ↗ - Implementation of Transformer in Transformer for image classification, attention inside local patches. (HN ↗)
- TensorFlow Serving ↗ - Flexible, high-performance serving system for machine learning models, designed for production environments.
- Advent of Code 2021 in pure TensorFlow ↗ (HN ↗)
- TensorFlow Recommenders ↗ - Library for building recommender system models using TensorFlow.
- tensorboardX ↗ - Write TensorBoard events with simple function call.
- CVNN ↗ - Library to help implement a complex-valued neural network (cvnn) using tensorflow as back-end.
- Simple Depth Estimation from Multiple Images in Tensorflow (2019) ↗
- TensorFlow Image Models ↗ - TensorFlow port of PyTorch Image Models (timm) - image models with pretrained weights.
- TensorFlow Similarity ↗ - Python package focused on making similarity learning quick and easy.
- TensorFlow Text ↗ - Text processing in TensorFlow.
- Vision Transformer Cookbook with TensorFlow ↗
- Tensorflow Transformers ↗ - State of the art faster Transformer with Tensorflow 2.0 ( NLP, Computer Vision, Audio ).
- TensorFlow Hub ↗ (Code ↗)
- TensorFlow Hub Models ↗
- Middle-End Development with SvelteKit + TensorFlow.JS (2022) ↗
- TensorFlow Model Optimization Toolkit ↗