TensorFlow

DynaMLtranscendent-ai-labs/DynaML

A Scala and JVM machine learning toolbox for research, education, and industry with an interactive REPL and end-to-end pipelines.

captcha_crackerchxj1992/captcha_cracker

A convolutional neural network model built with Keras for recognizing captcha images generated by the Laravel Captcha library.

lidar_super_resolutionRobustFieldAutonomyLab/lidar_super_resolution

A simulation-based deep learning approach to enhance the resolution of 3D lidar point clouds for ground vehicles.

MolT5blender-nlp/MolT5

A T5-based model for bidirectional translation between molecular structures (SMILES) and natural language descriptions.

Summary Generation From Structured Dataakanimax/natural-language-summary-generation-from-structured-data

A TensorFlow implementation of neural text generation from structured data, converting tabular information into natural language summaries.

DAGANnebulaV/DAGAN

A deep learning model using generative adversarial networks for fast compressed sensing MRI reconstruction.

ChemMLhachmannlab/chemml

A Python machine learning and informatics suite for analyzing, mining, and modeling chemical and materials data.

Adventures in TensorFlow Litesayakpaul/Adventures-in-TensorFlow-Lite

A collection of Jupyter notebooks demonstrating TensorFlow Lite model quantization, conversion, and optimization techniques for deep neural networks.

TradzQAIkkuette/TradzQAI

A trading environment for reinforcement learning agents, supporting backtesting, live trading, and multiple RL algorithms.

nn_builderp-christ/nn_builder

A Python library that builds neural networks with minimal boilerplate code for PyTorch and TensorFlow.

Tensorflow-NeuroEvolution-Trading-BotSC4RECOIN/Tensorflow-NeuroEvolution-Trading-Bot

A neuroevolution-based trading bot that evolves populations of neural networks to trade cryptocurrency using technical analysis.

karoo_gpkstaats/karoo_gp

A genetic programming platform for Python with TensorFlow for fast CPU and GPU symbolic regression and classification.

ChatDrugchao1224/ChatDrug

A conversational AI framework for editing small molecules, peptides, and proteins using retrieval-augmented generation and domain feedback.

DH3DJuanDuGit/DH3D

A deep learning approach that unifies global place recognition and local 6DoF pose refinement for robust relocalization in large-scale 3D point clouds.

max-audio-classifierIBM/MAX-Audio-Classifier

A deep learning model that classifies sounds in 10-second audio clips into 527 categories from the AudioSet ontology.

dbmdz BERT modelsdbmdz/berts

A collection of pre-trained BERT, DistilBERT, ELECTRA, GPT-2, and ConvBERT models for multiple languages, including German, Italian, Turkish, and historic texts.

Attentive Object Trackingakosiorek/hart

A TensorFlow implementation of hierarchical attentive recurrent neural networks for single object tracking in videos.

Image Caption Generatorneural-nuts/image-caption-generator

A TensorFlow-based neural network model for generating descriptive captions from images using Flickr30K and MSCOCO datasets.

Dreamentodreamento/dreamento

An open-source Python toolbox for real-time EEG monitoring, analysis, and sensory stimulation during sleep for dream engineering research.

FastPathologyAICAN-Research/FAST-Pathology

Open-source software for deep learning-based analysis and visualization of whole slide images in digital pathology.

Image-to-Image Translation with Conditional Adversarial NetworkswilliamFalcon/pix2pix-keras

Keras implementation of Pix2pix for image-to-image translation using conditional adversarial networks.

mmWave-localization-learninggante/mmWave-localization-learning

A machine learning algorithm for accurate, energy-efficient outdoor positioning using 5G mmWave beamformed fingerprints.

Human-Activity-Recognitionma-shamshiri/Human-Activity-Recognition

A machine learning project comparing topological and statistical feature extraction for classifying human activities from smartphone and smartwatch sensor data.

AxonDeepSegaxondeepseg/axondeepseg

A deep learning tool for automatic axon and myelin segmentation from microscopy images using convolutional neural networks.

L2XJianbo-Lab/L2X

A method for selecting interpretable feature subsets from complex models using mutual information optimization.

TF2JAXdeepmind/tf2jax

An experimental library that converts TensorFlow functions and graphs into JAX functions for reuse and fine-tuning within JAX codebases.

Mnemonic Descent Methodtrigeorgis/mdm

A TensorFlow implementation of the Mnemonic Descent Method for end-to-end face alignment.

clojure-tensorflowkieranbrowne/clojure-tensorflow

A lightweight Clojure wrapper for TensorFlow's Java API, providing idiomatic access to machine learning operations.

Hyperopt for a Keras CNN on CIFAR-100guillaume-chevalier/Hyperopt-Keras-CNN-CIFAR-100

A tutorial and demo using Hyperopt to auto-optimize CNN architecture and hyperparameters for the CIFAR-100 dataset with Keras/TensorFlow.

Deep Learning for Biologists with Kerastotti0223/deep_learning_for_biologists_with_keras

A collection of Google Colab tutorials teaching biologists how to apply deep learning with Keras to real-world biological and agricultural problems.

zipline-tensorboardjimgoo/zipline-tensorboard

A TensorBoard dashboard for visualizing and comparing Zipline algorithmic trading backtests in real-time.

Ladder Networkdivamgupta/ladder_network_keras

A Keras implementation of Ladder Networks for semi-supervised learning, achieving 98% accuracy on MNIST with only 100 labeled examples.

XMC-GANgoogle-research/xmcgan_image_generation

Official JAX implementation of XMC-GAN for text-to-image generation using cross-modal contrastive learning.

iLIDtwerkmeister/iLID

A deep learning system for automatic spoken language identification from audio files using TensorFlow and Caffe.

Improved CycleGANluoxier/CycleGAN_Tensorlayer

A TensorLayer re-implementation of CycleGAN with improvements like resize-convolution and instance normalization.

Urbansprawllgervasoni/urbansprawl

An open-source framework for calculating spatial urban sprawl indices and performing disaggregated population estimates using OpenStreetMap data.