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Deep Learning

937 projects

Showing 36 of 937 projects

Serpent.AI - Game agent framework: Use any video game as a deep learning sandbox
Serpent.AI - Game agent framework: Use any video game as a deep learning sandboxPython

A Python framework for creating AI agents that learn to play any video game you own.

#game-ai#sandbox-environment#game-bots
Stars7.0k
Forks799
Last commit
DeepPavlov
DeepPavlovPython

An open-source NLP framework for building and deploying deep learning dialog systems and chatbots with PyTorch and transformers.

#chitchat#deep-learning#nlp-framework
Stars7.0k
Forks1.2k
Last commit1 year ago
DeepChem
DeepChemPython

An open-source Python library for applying deep learning to drug discovery, materials science, quantum chemistry, and biology.

#hacktoberfest#scientific-computing#cheminformatics
Stars7.0k
Forks2.3k
Last commit8 days ago
ClearML
ClearMLPython

An open-source MLOps/LLMOps suite for experiment management, data management, pipelines, orchestration, scheduling, and model serving.

#experiment-manager#ai#version-control
Stars6.8k
Forks796
Last commit5 days ago
Official tfjs examples repo
Official tfjs examples repoJavaScript

A curated collection of standalone examples demonstrating machine learning tasks with TensorFlow.js in browsers and Node.js.

#model-training#educational#deep-learning
Stars6.8k
Forks2.3k
Last commit2 months ago
Awesome Neural Radiance Fields
Awesome Neural Radiance FieldsTeX

A curated list of awesome neural radiance fields (NeRF) papers, implementations, and resources.

#novel-view-synthesis#nerf#research-papers
Stars6.8k
Forks597
Last commit1 year ago
ml5
ml5JavaScript

A friendly JavaScript library that makes machine learning accessible in the browser for artists, creative coders, and students.

#browser-ml#neural-network#education
Stars6.6k
Forks898
Last commit1 year ago
Syllabus
SyllabusJupyter Notebook

An open course on reinforcement learning with a practical focus, featuring hands-on labs and comprehensive materials for both online and on-campus students.

#pytorch-tutorials#mooc#openai-gym
Stars6.6k
Forks1.8k
Last commit
Practical_RL
Practical_RLJupyter Notebook

An open course on reinforcement learning with a practical focus, featuring hands-on labs and comprehensive materials for both online and on-campus students.

#pytorch-tutorials#mooc#openai-gym
Stars6.6k
Forks1.8k
Last commit5 months ago
mmdetection3d
mmdetection3dPython

An open-source PyTorch toolbox for general 3D object detection, supporting LiDAR, camera, and multi-modal models.

#robotics#autonomous-driving#3d-object-detection
Stars6.5k
Forks1.8k
Last commit2 years ago
AI in Finance
AI in Finance

A curated list of awesome resources for applying LLMs and deep learning to financial market analysis and algorithmic trading.

#neural-network#backtesting#algorithmic-trading
Stars6.5k
Forks782
Last commit24 days ago
wav2letter
wav2letterC++

A high-performance automatic speech recognition toolkit from Facebook AI Research, built with fully convolutional neural networks.

#end-to-end#deep-learning#automatic-speech-recognition
Stars6.4k
Forks988
Last commit20 hours ago
Wav2Letter++
Wav2Letter++C++

Facebook AI Research's automatic speech recognition toolkit for end-to-end ASR with modern neural architectures.

#asr-toolkit#end-to-end#neural-architectures
Stars6.4k
Forks988
Last commit20 hours ago
Smile
SmileJava

A fast and comprehensive machine learning framework for Java, Scala, and Kotlin with state-of-the-art algorithms and data visualization.

#deep-learning#interpolation#classification
Stars6.4k
Forks1.1k
Last commit1 day ago
Udacity's Self Driving Car Engineer Course
Udacity's Self Driving Car Engineer CourseJupyter Notebook

An open-source project for developing autonomous vehicle software with datasets, models, and ROS components.

#lidar#sensor-fusion#open-hardware
Stars6.3k
Forks2.1k
Last commit
tensorpack
tensorpackPython

A high-performance neural network training interface for TensorFlow, optimized for speed and research flexibility.

#neural-network-training#deep-learning#neural-networks
Stars6.3k
Forks1.8k
Last commit3 years ago
tensorpack
tensorpackPython

A high-performance neural network training interface for TensorFlow focused on speed, flexibility, and reproducible research.

#multi-gpu#deep-learning#neural-networks
Stars6.3k
Forks1.8k
Last commit3 years ago
awesome-rnn: list of resources (GitHub Repo)
awesome-rnn: list of resources (GitHub Repo)

A curated list of resources dedicated to recurrent neural networks (RNNs) and deep learning.

#research-papers#deep-learning#neural-networks
Stars6.2k
Forks1.4k
Last commit4 years ago
YOLO TensorFlow ++
YOLO TensorFlow ++Python

A TensorFlow implementation of YOLO for real-time object detection, supporting weight conversion, training, and mobile deployment.

#graph#deep-learning#darknet-port
Stars6.1k
Forks2.0k
Last commit2 years ago
Swift for Tensorflow
Swift for TensorflowJupyter Notebook

An archived experiment integrating TensorFlow's machine learning capabilities directly into the Swift programming language with first-class differentiable programming.

#model-training#deep-learning#automatic-differentiation
Stars6.1k
Forks610
Last commit
Swift-AI
Swift-AISwift

A high-performance deep learning library written entirely in Swift, optimized for Apple hardware.

#scientific-computing#apple-platforms#ios
Stars6.0k
Forks551
Last commit9 years ago
tiny-dnn
tiny-dnnC++

A header-only, dependency-free deep learning framework in C++14 for embedded systems and IoT devices.

#iot#embedded-systems#neural-network
Stars6.0k
Forks1.4k
Last commit4 years ago
TensorFlow tutorials
TensorFlow tutorialsJupyter Notebook

A collection of simple tutorials introducing deep learning concepts using Google's TensorFlow framework.

#ai#educational#data-science
Stars6.0k
Forks1.5k
Last commit3 years ago
gorgonia
gorgoniaGo

A library for building and evaluating mathematical expressions and neural networks in Go, with automatic differentiation and GPU support.

#gradient-descent#neural-network#deep-learning
Stars5.9k
Forks450
Last commit2 years ago
Chainer
ChainerPython

A flexible Python deep learning framework using define-by-run dynamic computational graphs for neural network research.

#research-tool#cuda#chainer
Stars5.9k
Forks1.3k
Last commit3 years ago
MMdnn
MMdnnPython

A comprehensive toolset for converting, visualizing, and managing deep learning models across multiple frameworks like TensorFlow, PyTorch, and Caffe.

#cntk#neural-network#framework-interoperability
Stars5.8k
Forks955
Last commit1 year ago
MedicalGPT
MedicalGPTPython

An open-source pipeline for training medical domain GPT models using PT, SFT, RLHF, DPO, ORPO, and GRPO methods.

#medicalgpt#dpo#medical-ai
Stars5.8k
Forks790
Last commit2 months ago
mlpack
mlpackC++

A fast, header-only C++ machine learning library with bindings for Python, R, Julia, and Go.

#hacktoberfest#scientific-computing#machine-learning-library
Stars5.7k
Forks1.7k
Last commit11 hours ago
OpenPCDet
OpenPCDetPython

A PyTorch-based toolbox for LiDAR-based 3D object detection, supporting multiple state-of-the-art models and datasets.

#autonomous-driving#3d-object-detection#multi-modal-fusion
Stars5.7k
Forks1.5k
Last commit10 months ago
PCDet
PCDetPython

A PyTorch-based toolbox for LiDAR-based 3D object detection, supporting multiple state-of-the-art models and datasets.

#lidar#autonomous-driving#3d-object-detection
Stars5.7k
Forks1.5k
Last commit10 months ago
Sentence Classification with CNN
Sentence Classification with CNNPython

A TensorFlow implementation of a convolutional neural network for sentence classification based on Yoon Kim's paper.

#text-classification#deep-learning#natural-language-processing
Stars5.7k
Forks2.7k
Last commit
More TensorFlow tutorials
More TensorFlow tutorialsJupyter Notebook

A collection of TensorFlow tutorials covering basics to advanced neural network architectures with Python code and notebooks.

#python-tutorials#autoencoders#educational-resources
Stars5.7k
Forks1.2k
Last commit
NeuralTalk
NeuralTalkJupyter Notebook

Efficient image captioning code in Torch, using a CNN-RNN model to generate captions for images, optimized for GPU training.

#ms-coco#deep-learning#gpu-acceleration
Stars5.6k
Forks1.3k
Last commit8 years ago
leela-zero
leela-zeroC++

An open-source Go engine that replicates AlphaGo Zero's architecture, learning solely through self-play without human knowledge.

#game-ai#opencl#deep-learning
Stars5.6k
Forks1.0k
Last commit2 years ago
zenml
zenmlPython

An open-source MLOps platform for building, orchestrating, and deploying production AI pipelines and agents.

#pipelines#ai-pipelines#data-science
Stars5.6k
Forks655
Last commit8 hours ago
Neural Style
Neural StylePython

A TensorFlow implementation of neural style transfer that transforms images by applying artistic styles from one image to another.

#neural-style-transfer#deep-learning#python
Stars5.5k
Forks1.5k
Last commit4 months ago
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