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TensorFlow

Framework
266 projects1169.8k total stars314.4k total forks16 languages

Open-source projects built with TensorFlow

There are currently 266 open-source projects built with TensorFlow, with a combined total of 1169.8k GitHub stars. The most common language among these projects is Python.

Showing 254 open-source projects · page 4 of 8

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Elephas
Elephasmaxpumperla/elephas

Elephas is a Keras extension for distributed deep learning on Apache Spark, enabling data-parallel training at scale.

1.6k307Python
3 years ago
Data Profiler
Data Profilercapitalone/dataprofiler

A Python library that automatically extracts schema, statistics, and sensitive entities (PII/NPI) from datasets.

1.6k186Python
29 days ago
GitHub repository
GitHub repositoryQingyongHu/RandLA-Net

An efficient neural network for semantic segmentation of large-scale 3D point clouds using random sampling.

1.5k334Python
2 years ago
BiDAF
BiDAFallenai/bi-att-flow

A deep learning model for machine comprehension that uses bi-directional attention flow to answer questions about text passages.

1.5k669Python
3 years ago
Big Transfer (BiT)
Big Transfer (BiT)google-research/big_transfer

Official repository for Big Transfer (BiT) models, providing pre-trained visual representations for efficient transfer learning across computer vision tasks.

1.5k175Python
1 year ago
MLeap
MLeapcombust/mleap

MLeap is a portable execution engine for deploying machine learning pipelines from Spark and Scikit-learn without their runtime dependencies.

1.5k317Scala
2 months ago
TensorFlow GNN
TensorFlow GNNtensorflow/gnn

A TensorFlow library for building Graph Neural Networks with support for heterogeneous graphs and scalable data processing.

1.5k199Python
3 days ago
GitHub Repo
GitHub RepoMindorksOpenSource/AndroidTensorFlowMachineLearningExample

An example Android project demonstrating how to build and integrate TensorFlow for object detection using the camera.

1.4k425Java
1 year ago
PointCNN
PointCNNyangyanli/PointCNN

A deep learning framework for feature learning directly from point clouds using X-Conv operations, achieving state-of-the-art results in classification and segmentation.

1.4k361Python
2 months ago
Personae
PersonaeCeruleanacg/Personae

A repository implementing Deep Reinforcement Learning and Supervised Learning methods with a simulated financial market environment for quantitative trading.

1.4k340Python
7 years ago
Fourier Feature Networks
Fourier Feature Networkstancik/fourier-feature-networks

A technique using Fourier feature mappings to enable neural networks to learn high-frequency functions in low-dimensional domains.

1.4k143Jupyter Notebook
3 years ago
TDB
TDBericjang/tdb

A visual debugger for TensorFlow with breakpoints and real-time data visualization during neural network training.

1.4k140JavaScript
9 years ago
tensorflow
tensorflowrstudio/tensorflow

An R interface to TensorFlow, providing access to the complete TensorFlow API for numerical computation and machine learning.

1.3k318R
28 days ago
DeepOSM
DeepOSMtrailbehind/DeepOSM

Train neural networks with OpenStreetMap data and satellite imagery to classify roads and map features.

1.3k184Python
9 years ago
Pretty Tensor
Pretty Tensorgoogle/prettytensor

A high-level builder API for TensorFlow that enables fluent, chainable neural network construction.

1.2k142Python
6 years ago
StarDist
StarDiststardist/stardist

A Python library for 2D/3D object detection and instance segmentation in microscopy images using star-convex shapes.

1.2k275Python
3 months ago
burness/chinese_hand_write_rec
burness/chinese_hand_write_recburness/tensorflow-101

A collection of TensorFlow tutorials and examples covering image classification, GANs, text classification, and model deployment.

1.1k543Python
7 years ago
segmap
segmapethz-asl/segmap

A 3D segment-based mapping library for robot localization, environment reconstruction, and semantics extraction using LiDAR data.

1.1k392C++
5 years ago
Predict time series
Predict time seriesguillaume-chevalier/seq2seq-signal-prediction

A TensorFlow-based educational project for learning seq2seq RNNs through signal forecasting exercises.

1.1k289Jupyter Notebook
3 years ago
KerasCV
KerasCVkeras-team/keras-cv

A library of modular computer vision components built on Keras 3, supporting TensorFlow, JAX, and PyTorch backends.

1.1k324Python
3 months ago
Neural Turing Machine in TensorFlow
Neural Turing Machine in TensorFlowcarpedm20/NTM-tensorflow

TensorFlow implementation of Neural Turing Machines with LSTM controllers, supporting multiple read/write heads.

1.0k212Jupyter Notebook
9 years ago
Cornac
CornacPreferredAI/cornac

A comparative Python framework for building, evaluating, and deploying multimodal recommender systems with auxiliary data.

1.0k166Python
1 day ago
max-image-resolution-enhancer
max-image-resolution-enhancerIBM/MAX-Image-Resolution-Enhancer

A TensorFlow-based GAN model that upscales images by 4x while generating photo-realistic details.

1.0k160Python
8 months ago
btgym
btgymKismuz/btgym

A scalable, event-driven backtesting library for reinforcement learning in algorithmic trading, built on Backtrader with OpenAI Gym API.

1.0k258Python
4 years ago
what-if-tool
what-if-toolPAIR-code/what-if-tool

An interactive visual interface for exploring and debugging black-box machine learning models without writing code.

1.0k184HTML
23 days ago
TensorNets
TensorNetstaehoonlee/tensornets

High-level TensorFlow network definitions with pre-trained weights for easy integration into existing ML workflows.

999179Python
5 years ago
QANet
QANetNLPLearn/QANet

A TensorFlow implementation of QANet for machine reading comprehension on the SQuAD dataset.

985298Python
8 years ago
KerasNLP
KerasNLPkeras-team/keras-nlp

A pretrained modeling library for Keras 3 offering simple, flexible, and fast access to models for text, image, and audio tasks.

983338Python
1 day ago
Plato
Platouber-research/plato-research-dialogue-system

A flexible Python framework for developing, training, and evaluating conversational AI agents in single or multi-agent environments.

981186Python
5 years ago
TF-GAN
TF-GANtensorflow/gan

A lightweight TensorFlow library for training and evaluating Generative Adversarial Networks (GANs).

967243Jupyter Notebook
1 year ago
Kapre
Kaprekeunwoochoi/kapre

GPU-accelerated audio preprocessing layers for Keras/TensorFlow, enabling real-time audio feature extraction within neural networks.

946147Python
18 days ago
GibsonEnv
GibsonEnvStanfordVL/GibsonEnv

A virtual environment simulator for training embodied AI agents with real-world perception and physics, featuring domain transfer to real robots.

940150C
2 years ago
TensorFlow Scala
TensorFlow Scalaeaplatanios/tensorflow_scala

A strongly-typed Scala API for TensorFlow, providing functionality similar to the official Python API with additional features.

94091Scala
4 years ago
mip-NeRF
mip-NeRFgoogle/mipnerf

Official JAX implementation of Mip-NeRF, a multiscale neural radiance field model for anti-aliased novel view synthesis.

939112Python
3 years ago
deepdive
deepdivedeepdrive/deepdrive

An open-source simulator for experimenting with and advancing self-driving AI, accessible to anyone with a PC.

924150Python
2 years ago
Show, Attend and Tell
Show, Attend and Tellyunjey/show_attend_and_tell

TensorFlow implementation of an attention-based neural image caption generator that focuses on relevant image parts while generating words.

905320Jupyter Notebook
7 years ago
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