neural-networks

There are 239 repositories under neural-networks topic.

keras-team / keras
Deep Learning for humans
deep-learning tensorflow neural-networks machine-learning data-science python jax pytorch
Language:Python 61374
annotated_deep_learning_paper_implementations
labmlai / annotated_deep_learning_paper_implementations
🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
deep-learning deep-learning-tutorial pytorch gan transformers reinforcement-learning optimizers neural-networks transformer machine-learning attention literate-programming
Language:Python 52234
deepfakes / faceswap
Deepfakes Software For All
faceswap face-swap deep-learning deeplearning deep-neural-networks deepfakes deepface deep-face-swap fakeapp neural-networks neural-nets openfaceswap myfakeapp machine-learning
Language:Python 49977
iperov / DeepFaceLab
DeepFaceLab is the leading software for creating deepfakes.
faceswap face-swap deep-learning deeplearning deep-neural-networks deepfakes deepface deep-face-swap fakeapp neural-networks neural-nets deepfacelab creating-deepfakes arxiv machine-learning
Language:Python 46411
yunjey / pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
deep-learning pytorch-tutorial neural-networks pytorch
Language:Python 29571
explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
natural-language-processing data-science machine-learning python cython nlp artificial-intelligence ai spacy nlp-library neural-network neural-networks deep-learning named-entity-recognition entity-linking text-classification tokenization
Language:Python 29361
mozilla / DeepSpeech
DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
deep-learning deepspeech embedded machine-learning neural-networks offline on-device speech-recognition speech-to-text tensorflow
Language:C++ 24838
bloc97 / Anime4K
A High-Quality Real Time Upscaler for Anime Video
anime anime-upscaling anime4k cnn computer-graphics convolutional-neural-networks denoising-algorithms neural-networks super-resolution upsampling upscaling video video-processing
Language:Jupyter Notebook 18068
ml-agents
Unity-Technologies / ml-agents
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
reinforcement-learning unity3d deep-learning unity deep-reinforcement-learning neural-networks machine-learning
Language:C# 16700
ujjwalkarn / Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
awesome awesome-list deep-learning deep-learning-tutorial deep-neural-networks deeplearning list machine-learning machinelearning neural-network neural-networks
15175
ddbourgin / numpy-ml
Machine learning, in numpy
attention bayesian-inference gaussian-mixture-models gaussian-processes good-turing-smoothing gradient-boosting hidden-markov-models knn lstm machine-learning mfcc neural-networks reinforcement-learning resnet topic-modeling vae wavenet wgan-gp word2vec
Language:Python 14918
onnxruntime
microsoft / onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
deep-learning onnx neural-networks machine-learning ai-framework hardware-acceleration pytorch tensorflow scikit-learn
Language:C++ 13688
janishar / mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
deep-learning machine-learning linear-algebra mit deeplearning pdf neural-network neural-networks machine thinking book chapter learning lecture-notes excercises good clear printable print
Language:Java 12574
NVIDIA / NeMo
A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
asr deeplearning generative-ai large-language-models machine-translation multimodal neural-networks speaker-diariazation speaker-recognition speech-synthesis speech-translation tts
Language:Python 11069
lengstrom / fast-style-transfer
TensorFlow CNN for fast style transfer ⚡🖥🎨🖼
style-transfer neural-style neural-networks deep-learning
Language:Python 10900
rushter / MLAlgorithms
Minimal and clean examples of machine learning algorithms implementations
deep-learning machine-learning machine-learning-algorithms neural-networks python
Language:Python 10687
lexfridman / mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
artificial-intelligence data-science deep-learning deep-reinforcement-learning deep-rl deeplearning jupyter-notebooks machine-learning mit neural-networks segmentation self-driving-cars tensorflow tensorflow-tutorials
Language:Jupyter Notebook 10087
google-deepmind / sonnet
TensorFlow-based neural network library
machine-learning artificial-intelligence neural-networks deep-learning tensorflow
Language:Python 9732
timzhang642 / 3D-Machine-Learning
A resource repository for 3D machine learning
3d 3d-reconstruction constructive-solid-geometries machine-learning mesh neural-networks papers point-cloud primitives voxel
9570
eriklindernoren / Keras-GAN
Keras implementations of Generative Adversarial Networks.
deep-learning gan keras generative-adversarial-networks neural-networks
Language:Python 9163
bigscience-workshop / petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
bloom chatbot deep-learning distributed-systems falcon gpt guanaco language-models large-language-models llama machine-learning mixtral neural-networks nlp pipeline-parallelism pretrained-models pytorch tensor-parallelism transformer volunteer-computing
Language:Python 8970
yzhao062 / pyod
A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques
outlier-detection anomaly-detection outlier-ensembles outliers anomaly python machine-learning data-mining unsupervised-learning python3 fraud-detection autoencoder neural-networks deep-learning data-science data-analysis novelty-detection out-of-distribution-detection
Language:Python 8328
aamini / introtodeeplearning
Lab Materials for MIT 6.S191: Introduction to Deep Learning
mit deep-learning neural-networks tensorflow tensorflow-tutorials music-generation computer-vision algorithmic-bias deep-reinforcement-learning deeplearning jupyter-notebooks
Language:Jupyter Notebook 7124
google-deepmind / lab
A customisable 3D platform for agent-based AI research
artificial-intelligence deep-learning machine-learning neural-networks
Language:C 7067
tensorpack / tensorpack
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
deep-learning machine-learning neural-networks reinforcement-learning tensorflow
Language:Python 6294
chainer / chainer
A flexible framework of neural networks for deep learning
chainer cuda cudnn cupy deep-learning gpu machine-learning neural-network neural-networks numpy python
Language:Python 5882
keras-rl / keras-rl
Deep Reinforcement Learning for Keras.
keras machine-learning neural-networks reinforcement-learning tensorflow theano
Language:Python 5503
google-deepmind / graph_nets
Build Graph Nets in Tensorflow
graph-networks graphs deep-learning neural-networks tensorflow sonnet artificial-intelligence
Language:Python 5335
mosaicml / composer
Supercharge Your Model Training
deep-learning machine-learning ml-efficiency ml-systems ml-training neural-network neural-networks pytorch
Language:Python 5076
Learn-Data-Science-For-Free
geekywrites / Learn-Data-Science-For-Free
This repository is a compilation of well-written, step-by-step guides for learning Data Science.
data-science machine-learning machine-learning-algorithms deeplearning artificial-intelligence computer-vision natural-language-processing neural-networks datascienceproject
5059
Augmentor
mdbloice / Augmentor
Image augmentation library in Python for machine learning.
augmentation deep-learning machine-learning neural-networks
Language:Python 5045
transcranial / keras-js
Run Keras models in the browser, with GPU support using WebGL
deep-learning javascript keras machine-learning neural-networks tensorflow webgl
Language:JavaScript 4956
blei-lab / edward
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
bayesian-methods data-science deep-learning machine-learning neural-networks probabilistic-programming statistics tensorflow
Language:Jupyter Notebook 4831
udacity / deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
deep-reinforcement-learning reinforcement-learning reinforcement-learning-algorithms neural-networks pytorch pytorch-rl ddpg dqn ppo dynamic-programming cross-entropy hill-climbing ml-agents openai-gym-solutions openai-gym rl-algorithms
Language:Jupyter Notebook 4825
Spandan-Madan / DeepLearningProject
An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
deep-learning machine-learning neural-networks tutorial
Language:HTML 4755
naganandy / graph-based-deep-learning-literature
links to conference publications in graph-based deep learning
conference-publications deep-learning graph graph-convolutional-networks graph-neural-networks graph-representation-learning neural-networks
Language:Jupyter Notebook 4693

neural-networks

keras-team / keras

labmlai / annotated_deep_learning_paper_implementations

deepfakes / faceswap

iperov / DeepFaceLab

yunjey / pytorch-tutorial

explosion / spaCy

mozilla / DeepSpeech

bloc97 / Anime4K

Unity-Technologies / ml-agents

ujjwalkarn / Machine-Learning-Tutorials

ddbourgin / numpy-ml

microsoft / onnxruntime

janishar / mit-deep-learning-book-pdf

NVIDIA / NeMo

lengstrom / fast-style-transfer

rushter / MLAlgorithms

lexfridman / mit-deep-learning

google-deepmind / sonnet

timzhang642 / 3D-Machine-Learning

eriklindernoren / Keras-GAN

bigscience-workshop / petals

yzhao062 / pyod

aamini / introtodeeplearning

google-deepmind / lab

tensorpack / tensorpack

chainer / chainer

keras-rl / keras-rl

google-deepmind / graph_nets

mosaicml / composer

geekywrites / Learn-Data-Science-For-Free

mdbloice / Augmentor

transcranial / keras-js

blei-lab / edward

udacity / deep-reinforcement-learning

Spandan-Madan / DeepLearningProject

naganandy / graph-based-deep-learning-literature