neural-networks

There are 252 repositories under neural-networks topic.

keras-team / keras
Deep Learning for humans
data-science deep-learning jax machine-learning neural-networks python pytorch tensorflow
Language:Python 63406
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, ... 🧠
attention deep-learning deep-learning-tutorial gan literate-programming lora machine-learning neural-networks optimizers pytorch reinforcement-learning transformer transformers
Language:Python 63213
deepfakes / faceswap
Deepfakes Software For All
deep-face-swap deep-learning deep-neural-networks deepface deepfakes deeplearning face-swap faceswap fakeapp machine-learning myfakeapp neural-nets neural-networks openfaceswap
Language:Python 54494
explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
ai artificial-intelligence cython data-science deep-learning entity-linking machine-learning named-entity-recognition natural-language-processing neural-network neural-networks nlp nlp-library python spacy text-classification tokenization
Language:Python 32480
yunjey / pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
deep-learning pytorch-tutorial neural-networks pytorch
Language:Python 31710
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++ 26594
bloc97 / Anime4K
A High-Quality Real Time Upscaler for Anime Video
anime upscaling upsampling video-processing video anime4k computer-graphics cnn neural-networks convolutional-neural-networks super-resolution denoising-algorithms anime-upscaling
Language:Jupyter Notebook 20084
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# 18634
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 18580
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++ 17873
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
16847
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 16145
k4yt3x / video2x
A machine learning-based video super resolution and frame interpolation framework. Est. Hack the Valley II, 2018.
anime4k frame-interpolation machine-learning neural-networks realcugan realesrgan rife super-resoluion upscale-video vulkan
Language:C++ 14460
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 13607
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 13588
lengstrom / fast-style-transfer
TensorFlow CNN for fast style transfer ⚡🖥🎨🖼
deep-learning neural-networks neural-style style-transfer
Language:Python 10968
rushter / MLAlgorithms
Minimal and clean examples of machine learning algorithms implementations
deep-learning machine-learning machine-learning-algorithms neural-networks python
Language:Python 10899
lexfridman / mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
deep-learning mit self-driving-cars deep-reinforcement-learning deep-rl artificial-intelligence neural-networks segmentation machine-learning data-science deeplearning tensorflow tensorflow-tutorials jupyter-notebooks
Language:Jupyter Notebook 10358
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
10067
google-deepmind / sonnet
TensorFlow-based neural network library
artificial-intelligence deep-learning machine-learning neural-networks tensorflow
Language:Python 9886
bigscience-workshop / petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
bloom deep-learning distributed-systems language-models large-language-models machine-learning neural-networks pytorch volunteer-computing pipeline-parallelism tensor-parallelism guanaco llama chatbot gpt transformer nlp pretrained-models falcon mixtral
Language:Python 9791
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 9449
eriklindernoren / Keras-GAN
Keras implementations of Generative Adversarial Networks.
deep-learning gan keras generative-adversarial-networks neural-networks
Language:Python 9241
MITDeepLearning / introtodeeplearning
Lab Materials for MIT 6.S191: Introduction to Deep Learning
mit deep-learning neural-networks tensorflow tensorflow-tutorials music-generation computer-vision deep-reinforcement-learning deeplearning jupyter-notebooks pytorch pytorch-tutorial
Language:Jupyter Notebook 8130
google-deepmind / lab
A customisable 3D platform for agent-based AI research
artificial-intelligence deep-learning machine-learning neural-networks
Language:C 7256
tensorpack / tensorpack
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
tensorflow deep-learning reinforcement-learning neural-networks machine-learning
Language:Python 6309
chainer / chainer
A flexible framework of neural networks for deep learning
deep-learning python neural-networks machine-learning gpu cuda cudnn numpy cupy chainer neural-network
Language:Python 5912
keras-rl / keras-rl
Deep Reinforcement Learning for Keras.
keras tensorflow theano reinforcement-learning neural-networks machine-learning
Language:Python 5556
mosaicml / composer
Supercharge Your Model Training
deep-learning machine-learning ml-efficiency ml-systems ml-training neural-network neural-networks pytorch
Language:Python 5410
google-deepmind / graph_nets
Build Graph Nets in Tensorflow
artificial-intelligence deep-learning graph-networks graphs neural-networks sonnet tensorflow
Language:Python 5381
datascience
geekywrites / datascience
This repository is a compilation of free resources for learning Data Science.
data-science machine-learning machine-learning-algorithms deeplearning artificial-intelligence computer-vision natural-language-processing neural-networks datascienceproject
5133
Augmentor
mdbloice / Augmentor
Image augmentation library in Python for machine learning.
augmentation machine-learning deep-learning neural-networks
Language:Python 5129
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 5101
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 4971
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 4903
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 4837