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Tensorflow

134 projects

Showing 26 of 134 projects

audiomentations
audiomentationsPython

A Python library for audio data augmentation to improve the robustness of audio machine learning models.

#sound#music#python-library
Stars2.3k
Forks218
Last commit11 days ago
Installing TensorFlow on Raspberry Pi 3
Installing TensorFlow on Raspberry Pi 3Python

Official TensorFlow Python wheels for Raspberry Pi, enabling machine learning on edge devices.

#raspbian#ml-deployment#tensorflow
Stars2.3k
Forks492
Last commit7 years ago
garage - A toolkit for reproducible reinforcement learning research
garage - A toolkit for reproducible reinforcement learning researchPython

A toolkit and library for developing, evaluating, and reproducing reinforcement learning algorithms.

#ai#research-toolkit#experiment-tracking
Stars2.1k
Forks324
Last commit
SfMLearner
SfMLearnerJupyter Notebook

An unsupervised learning framework for depth and ego-motion estimation from monocular videos using TensorFlow.

#autonomous-driving#kitti-dataset#deep-learning
Stars2.0k
Forks554
Last commit4 years ago
TensorFlow Recommenders
TensorFlow RecommendersPython

A TensorFlow library for building, training, and deploying recommender system models with Keras.

#recommender-system#tensorflow-recommenders#python-library
Stars2.0k
Forks299
Last commit
retinaface
retinafacePython

A deep learning-based facial detection library for Python with facial landmark extraction.

#ai#python-library#facial-landmarks
Stars2.0k
Forks192
Last commit8 months ago
Web
WebPython

A computer vision library for human-computer interaction, focusing on head pose estimation, gaze direction, skin detection, motion tracking, and saliency mapping using CNNs.

#saliency-mapping#histogram-comparison#skin-detection
Stars1.9k
Forks479
Last commit
PGPortfolio
PGPortfolioPython

A deep reinforcement learning framework for financial portfolio management with policy gradient optimization and backtesting tools.

#policy-gradient#backtesting#algorithmic-trading
Stars1.9k
Forks758
Last commit4 years ago
TensorFlow Fold
TensorFlow FoldPython

A library for creating TensorFlow models that handle structured data with dynamic computation graphs using dynamic batching.

#deep-learning#neural-networks#natural-language-processing
Stars1.8k
Forks263
Last commit
machine-learning-experiments
machine-learning-experimentsJupyter Notebook

A collection of interactive machine learning experiments with Jupyter notebooks for training and browser demos for visualization.

#ai#educational#deep-learning
Stars1.8k
Forks331
Last commit
Bender
BenderSwift

An abstraction layer over MetalPerformanceShaders for crafting and running fast neural networks on iOS using TensorFlow models.

#apple#ios#model-conversion
Stars1.8k
Forks89
Last commit2 years ago
Education
Education

A curated collection of high-quality deep learning resources, including courses, books, papers, libraries, and datasets.

#reference-guide#educational#research-papers
Stars1.8k
Forks295
Last commit2 years ago
NeuroNER
NeuroNERPython

An easy-to-use, state-of-the-art named-entity recognition (NER) tool based on neural networks.

#text-analysis#deep-learning#neural-networks
Stars1.7k
Forks472
Last commit3 years ago
YOLO TensorFlow
YOLO TensorFlowPython

TensorFlow implementation of YOLO for real-time object detection using pretrained YOLO_small, YOLO_tiny, and YOLO_face models.

#opencv#image-processing#tensorflow
Stars1.7k
Forks643
Last commit7 years ago
GitHub repository
GitHub repositoryPython

A deep learning pipeline for 3D object detection from RGB-D data by combining 2D detectors with PointNet-based 3D processing.

#robotics#autonomous-driving#point-clouds
Stars1.7k
Forks532
Last commit
Talos
TalosPython

A Python library for automated hyperparameter optimization and model evaluation with TensorFlow, Keras, and PyTorch.

#hyperparameter-optimization#model-evaluation#deep-learning
Stars1.6k
Forks266
Last commit2 years ago
Mesh TensorFlow
Mesh TensorFlowPython

A language for distributed deep learning that simplifies model parallelism by specifying tensor computations across hardware meshes.

#gpu-clusters#high-performance-computing#large-models
Stars1.6k
Forks255
Last commit2 years ago
ydata-synthetic
ydata-syntheticJupyter Notebook

A Python package for generating synthetic tabular and time-series data using state-of-the-art generative models like GANs and Gaussian Mixtures.

#python-library#training-data#datagenerator
Stars1.6k
Forks260
Last commit
keras-contrib
keras-contribPython

A deprecated repository for community-contributed Keras extensions like layers, activations, and loss functions.

#experimental-features#python-library#data-science
Stars1.6k
Forks643
Last commit3 years ago
Elephas
ElephasPython

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

#apache-spark#model-training#spark
Stars1.6k
Forks307
Last commit3 years ago
KotlinDL
KotlinDLKotlin

A high-level Deep Learning API for JVM and Android developers, written in Kotlin and inspired by Keras.

#keras-api#deep-learning#android
Stars1.6k
Forks112
Last commit1 year ago
BiDAF
BiDAFPython

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

#squad#neural-network#deep-learning
Stars1.5k
Forks670
Last commit2 years ago
Big Transfer (BiT)
Big Transfer (BiT)Python

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

#model-distillation#transfer-learning#jax
Stars1.5k
Forks176
Last commit
MLeap
MLeapScala

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

#apache-spark#spark#production-ml
Stars1.5k
Forks316
Last commit1 month ago
GitHub repository
GitHub repositoryPython

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

#point-clouds#semantic3d#deep-learning
Stars1.5k
Forks335
Last commit2 years ago
TensorFlow GNN
TensorFlow GNNPython

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

#graph-neural-networks#heterogeneous-graphs#graph-sampling
Stars1.5k
Forks198
Last commit2 days ago
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