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Tensorflow

350 projects

Showing 36 of 350 projects

Data Science
Data Science

A curated list of Python software for data science, covering machine learning, deep learning, visualization, and data manipulation.

#data-science#deep-learning#awesome-list
Stars3.6k
Forks464
Last commit6 months ago
Tensorflow-Project-Template
Tensorflow-Project-TemplatePython

A TensorFlow project template with a well-designed folder structure and OOP design to accelerate deep learning development.

#neural-network#model-training#project-template
Stars3.6k
Forks788
Last commit
ML Workspace
ML WorkspaceJupyter Notebook

A web-based IDE for machine learning and data science with pre-installed libraries and tools, deployable via Docker.

#jupyter-lab#data-science#deep-learning
Stars3.6k
Forks454
Last commit2 years ago
PennyLane
PennyLanePython

A cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry.

#quantum#quantum-hardware-integration#neural-network
Stars3.5k
Forks888
Last commit11 hours ago
PennyLane
PennyLanePython

A cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry.

#research-tool#quantum#neural-network
Stars3.5k
Forks888
Last commit11 hours ago
pennylane
pennylanePython

An open-source Python library for quantum computing, quantum machine learning, and quantum chemistry.

#quantum#neural-network#python-library
Stars3.5k
Forks888
Last commit11 hours ago
LSTM for Human Activity Recognition
LSTM for Human Activity RecognitionJupyter Notebook

Human Activity Recognition using TensorFlow and LSTM RNNs on smartphone sensor data to classify six movement types.

#neural-network#human-activity-recognition#deep-learning
Stars3.5k
Forks930
Last commit
Classification on raw time series in TensorFlow with a LSTM RNN
Classification on raw time series in TensorFlow with a LSTM RNNJupyter Notebook

Human Activity Recognition using TensorFlow and LSTM RNNs on smartphone sensor data to classify six movement types.

#neural-network#human-activity-recognition#deep-learning
Stars3.5k
Forks930
Last commit
TensorWatch
TensorWatchJupyter Notebook

A debugging and visualization tool for data science, deep learning, and reinforcement learning in Jupyter Notebook.

#ai#data-science#deep-learning
Stars3.5k
Forks362
Last commit6 months ago
SRGAN
SRGANPython

Implementation of SRGAN for photo-realistic single image super-resolution using generative adversarial networks.

#vgg19#image-enhancement#super-resolution
Stars3.5k
Forks810
Last commit2 years ago
waymo-open-dataset
waymo-open-datasetPython

A collection of autonomous driving datasets and evaluation code for advancing machine perception and self-driving research.

#autonomous-driving#ai#machine-perception
Stars3.4k
Forks700
Last commit
DDSP
DDSPPython

A library of differentiable digital signal processing functions for interpretable audio synthesis in deep learning models.

#audio-synthesis#timbre-transfer#deep-learning
Stars3.4k
Forks387
Last commit4 days ago
TensorForce - A TensorFlow library for applied reinforcement learning
TensorForce - A TensorFlow library for applied reinforcement learningPython

A modular TensorFlow library for applied reinforcement learning with a focus on flexible design and practical usability.

#research-tool#system-control#python-library
Stars3.3k
Forks521
Last commit
Tensorforce
TensorforcePython

A modular TensorFlow library for applied reinforcement learning with a focus on flexible design and practical usability.

#system-control#applied-ai#deep-learning
Stars3.3k
Forks521
Last commit1 month ago
Determined
DeterminedGo

An open-source machine learning platform for distributed training, hyperparameter tuning, experiment tracking, and resource management.

#distributed-training#hyperparameter-optimization#hyperparameter-tuning
Stars3.2k
Forks374
Last commit
captcha_trainer
captcha_trainerPython

A deep learning framework for training image classification models to solve complex captcha and OCR tasks.

#deep-learning#captcha-recognition#cnn
Stars3.2k
Forks820
Last commit11 months ago
TensorFlowSharp
TensorFlowSharpC#

A .NET binding to the TensorFlow C API for running existing machine learning models in C# and F#.

#xamarin#mono#f-sharp
Stars3.1k
Forks559
Last commit2 years ago
TRFL
TRFLPython

A TensorFlow library providing building blocks for implementing Reinforcement Learning agents.

#deep-learning#rl-agents#tensorflow
Stars3.1k
Forks385
Last commit3 years ago
Neural Style
Neural StylePython

A TensorFlow implementation of neural style transfer for images and videos, blending content and artistic styles using convolutional neural networks.

#neural-style-transfer#video-processing#deep-learning
Stars3.1k
Forks804
Last commit
StellarGraph
StellarGraphPython

A Python library for machine learning on graphs and networks, offering state-of-the-art algorithms for tasks like node classification and link prediction.

#networkx#graph-neural-networks#node-classification
Stars3.1k
Forks441
Last commit
tf-agents
tf-agentsPython

A TensorFlow library for implementing, deploying, and testing Contextual Bandits and Reinforcement Learning algorithms.

#python-library#contextual-bandits#deep-learning
Stars3.0k
Forks751
Last commit9 months ago
Keras Tuner
Keras TunerPython

An easy-to-use, scalable hyperparameter optimization framework for Keras models with define-by-run syntax and built-in search algorithms.

#hyperparameter-optimization#python-library#deep-learning
Stars2.9k
Forks405
Last commit10 months ago
Chatbot
ChatbotPython

A TensorFlow implementation of a neural conversational model (seq2seq) for building deep learning chatbots.

#neural-network#redis#deep-learning
Stars2.9k
Forks1.2k
Last commit3 years ago
thinc
thincPython

A lightweight deep learning library with a functional API for composing models, compatible with PyTorch, TensorFlow, and MXNet.

#ai#functional-programming#spacy
Stars2.9k
Forks294
Last commit7 months ago
cnn_captcha
cnn_captchaPython

A TensorFlow-based CNN solution for recognizing character-based CAPTCHAs, providing training, validation, and API modules.

#flask#captcha-recognition#python
Stars2.9k
Forks777
Last commit3 years ago
captcha_break
captcha_breakJupyter Notebook

A deep learning project using Keras to build convolutional and recurrent neural networks for high-accuracy captcha recognition.

#deep-learning#pytorch-tutorial#keras
Stars2.8k
Forks666
Last commit4 years ago
hercules
herculesGo

A fast, customizable Git repository analysis engine for extracting advanced insights from commit history.

#commit-history#developer-activity#code-metrics
Stars2.8k
Forks286
Last commit3 years ago
Proof of concept for loading Caffe models in TensorFlow
Proof of concept for loading Caffe models in TensorFlowPython

Convert Caffe deep learning models to TensorFlow format for deployment and inference.

#model-conversion#deep-learning#neural-networks
Stars2.8k
Forks1.0k
Last commit
TensorFlow Ranking
TensorFlow RankingPython

A TensorFlow library for Learning-to-Rank (LTR) techniques, providing loss functions, metrics, and models for ranking tasks.

#information-retrieval#deep-learning#recommender-systems
Stars2.8k
Forks476
Last commit2 years ago
Mars
MarsPython

Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

#lightgbm#python#xgboost
Stars2.7k
Forks326
Last commit2 years ago
InvoiceNet
InvoiceNetPython

Deep neural network to extract structured information from invoice documents with a customizable UI and training tools.

#document-intelligence#invoice-processing#deep-learning
Stars2.7k
Forks409
Last commit2 years ago
Pipcook
PipcookTypeScript

A JavaScript application framework for machine learning and its engineering, designed for Web developers.

#js#javascript-framework#model-training
Stars2.6k
Forks213
Last commit14 hours ago
DQN-tensorflow
DQN-tensorflowPython

TensorFlow implementation of Deep Q-Networks (DQN) for human-level control in reinforcement learning environments.

#openai-gym#neural-networks#tensorflow
Stars2.6k
Forks756
Last commit7 years ago
Sungjoon's TensorFlow-101
Sungjoon's TensorFlow-101Jupyter Notebook

A collection of beginner-friendly TensorFlow tutorials using Jupyter Notebook, covering deep learning fundamentals and practical applications.

#python-tutorials#data-science#deep-learning
Stars2.6k
Forks724
Last commit
DeepDetect
DeepDetectC++

An open-source deep learning API and server written in C++ that supports multiple backends like PyTorch, TensorRT, and TensorFlow for training and inference.

#deep-learning#rest-api#neural-nets
Stars2.6k
Forks544
Last commit3 days ago
Alibi Detect
Alibi DetectJupyter Notebook

A Python library for outlier, adversarial, and drift detection in machine learning models, supporting tabular, text, image, and time series data.

#python-library#anomaly#data-integrity
Stars2.5k
Forks249
Last commit10 months ago
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#Machine Learning257
#Deep Learning246
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#Python98
#Keras58
#Pytorch46
#Neural Network36
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