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Deep Learning

415 projects

Showing 36 of 402 projects

DDSP
DDSPPython

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

#audio-synthesis#timbre-transfer#deep-learning
Stars3.3k
Forks381
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
Forks371
Last commit
Haiku
HaikuPython

A JAX-based neural network library that provides a simple, object-oriented programming model for building and training models.

#jax#python-library#deep-learning
Stars3.2k
Forks285
Last commit1 day ago
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
Forks824
Last commit5 months ago
PennyLane
PennyLanePython

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

#quantum#quantum-hardware-integration#neural-network
Stars3.2k
Forks770
Last commit1 day ago
pennylane
pennylanePython

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

#quantum#neural-network#python-library
Stars3.2k
Forks770
Last commit1 day ago
PennyLane
PennyLanePython

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

#research-tool#quantum#neural-network
Stars3.2k
Forks770
Last commit1 day ago
TRFL
TRFLPython

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

#deep-learning#rl-agents#tensorflow
Stars3.1k
Forks384
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
Forks815
Last commit
simpledet
simpledetPython

A simple and versatile framework for object detection and instance recognition with extensive model coverage and distributed training.

#research-tool#distributed-training#instance-segmentation
Stars3.1k
Forks484
Last commit4 years ago
rust-bert
rust-bertRust

A Rust-native port of Hugging Face Transformers providing ready-to-use NLP pipelines and transformer models like BERT, GPT2, and T5.

#transformer#transformer-models#deep-learning
Stars3.1k
Forks245
Last commit3 months ago
Awesome Image Classification
Awesome Image Classification

A curated list of deep learning image classification papers and their code implementations since 2014.

#research-papers#deep-learning#papers
Stars3.1k
Forks611
Last commit4 years ago
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
Forks747
Last commit3 months ago
pytorch_geometric_temporal
pytorch_geometric_temporalPython

A PyTorch library for spatiotemporal signal processing with dynamic and temporal graph neural networks.

#graph-neural-networks#temporal-graphs#deep-learning
Stars3.0k
Forks403
Last commit
Awesome Deep Learning Music
Awesome Deep Learning MusicTeX

A curated list of scientific articles, theses, and reports on deep learning applied to music information retrieval and generation.

#music-technology#lists#audio-analysis
Stars3.0k
Forks342
Last commit
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
Forks403
Last commit4 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
Forks295
Last commit27 days ago
Awesome Anomaly Detection
Awesome Anomaly Detection

A curated list of research papers, datasets, and resources for anomaly detection in time-series, video, and image data.

#anomaly#research-papers#outlier-detection
Stars2.9k
Forks512
Last commit3 years ago
QuantResearch
QuantResearchJupyter Notebook

A collection of Python notebooks and tools for quantitative finance research, including backtesting, machine learning, and portfolio optimization.

#backtesting#algorithmic-trading#deep-learning
Stars2.9k
Forks559
Last commit
Awesome Deblurring
Awesome Deblurring

A curated list of academic papers, datasets, and resources for image and video deblurring research.

#literature-review#video-deblurring#open-source
Stars2.9k
Forks376
Last commit9 months ago
TorchAudio
TorchAudioPython

An audio library for PyTorch providing data manipulation, transformations, and dataset loaders for machine learning applications.

#deep-learning#signal-processing#gpu-acceleration
Stars2.9k
Forks770
Last commit1 day ago
Equinox
EquinoxPython

A JAX library for neural networks and scientific computing with PyTorch-like syntax and full ecosystem compatibility.

#scientific-computing#gradient-based-optimization#jax
Stars2.9k
Forks191
Last commit3 days ago
computer-vision-in-action
computer-vision-in-actionJupyter Notebook

An interactive online learning platform for computer vision with a comprehensive Chinese ebook, code, and community.

#deep-learning#neural-networks#image-processing
Stars2.8k
Forks403
Last commit
RFdiffusion
RFdiffusionPython

An open-source diffusion model for generating and designing protein structures, including binders, symmetric oligomers, and motif-scaffolded proteins.

#deep-learning#diffusion-models#se3-transformers
Stars2.8k
Forks602
Last commit1 day 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
Forks670
Last commit4 years ago
whisper-timestamped
whisper-timestampedPython

A Python library that extends OpenAI's Whisper to provide accurate word-level timestamps and confidence scores for multilingual speech recognition.

#subtitle-generation#python-library#deep-learning
Stars2.8k
Forks210
Last commit
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
nnabla
nnablaPython

A deep learning framework for research, development, and production with flexible Python API and C++ core.

#cuda#model-training#deep-learning
Stars2.8k
Forks335
Last commit7 months ago
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
Forks478
Last commit2 years ago
Awesome Learning with Label Noise
Awesome Learning with Label Noise

A curated collection of academic papers, code, and resources for learning with noisy labels in machine learning.

#weak-supervision#noisy-labels#deep-learning
Stars2.7k
Forks355
Last commit11 months ago
Benchmark TensorFlow GitHub
Benchmark TensorFlow GitHubPython

A benchmarking suite comparing the performance of public convolutional neural network implementations across multiple deep learning frameworks.

#framework-comparison#model-evaluation#deep-learning
Stars2.7k
Forks570
Last commit
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
Forks413
Last commit2 years ago
Data Science Projects
Data Science ProjectsJupyter Notebook

A curated collection of hands-on data science project ideas and resources for learning machine learning and AI concepts.

#data-science#kaggle#deep-learning
Stars2.6k
Forks623
Last commit2 years ago
Awesome Implicit Neural Representations
Awesome Implicit Neural Representations

A curated list of key papers and resources on implicit neural representations, a novel approach to parameterizing signals as continuous functions.

#nerf#research-papers#deep-learning
Stars2.6k
Forks145
Last commit2 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
Forks734
Last commit
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