neural-networks

There are 241 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 61490
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 53138
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 50192
yunjey / pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
deep-learning pytorch-tutorial neural-networks pytorch
Language:Python 29724
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 29540
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++ 24968
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 18143
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.
deep-learning deep-reinforcement-learning machine-learning neural-networks reinforcement-learning unity unity3d
Language:C# 16801
ujjwalkarn / Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
deep-learning-tutorial machine-learning machinelearning deeplearning neural-network neural-networks deep-neural-networks awesome-list awesome list deep-learning
15270
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 15218
onnxruntime
microsoft / onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
ai-framework deep-learning hardware-acceleration machine-learning neural-networks onnx pytorch scikit-learn tensorflow
Language:C++ 13929
janishar / mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
book chapter clear deep-learning deeplearning excercises good learning lecture-notes linear-algebra machine machine-learning mit neural-network neural-networks pdf print printable thinking
Language:Java 12651
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 11315
lengstrom / fast-style-transfer
TensorFlow CNN for fast style transfer ⚡🖥🎨🖼
style-transfer neural-style neural-networks deep-learning
Language:Python 10903
rushter / MLAlgorithms
Minimal and clean examples of machine learning algorithms implementations
machine-learning deep-learning neural-networks machine-learning-algorithms python
Language:Python 10701
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 10109
google-deepmind / sonnet
TensorFlow-based neural network library
artificial-intelligence deep-learning machine-learning neural-networks tensorflow
Language:Python 9736
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
9593
eriklindernoren / Keras-GAN
Keras implementations of Generative Adversarial Networks.
deep-learning gan keras generative-adversarial-networks neural-networks
Language:Python 9172
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 9035
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 8388
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 7154
google-deepmind / lab
A customisable 3D platform for agent-based AI research
machine-learning artificial-intelligence neural-networks deep-learning
Language:C 7084
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 6293
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 5885
keras-rl / keras-rl
Deep Reinforcement Learning for Keras.
keras machine-learning neural-networks reinforcement-learning tensorflow theano
Language:Python 5509
google-deepmind / graph_nets
Build Graph Nets in Tensorflow
artificial-intelligence deep-learning graph-networks graphs neural-networks sonnet tensorflow
Language:Python 5338
mosaicml / composer
Supercharge Your Model Training
deep-learning machine-learning ml-efficiency ml-systems ml-training neural-network neural-networks pytorch
Language:Python 5105
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
5066
Augmentor
mdbloice / Augmentor
Image augmentation library in Python for machine learning.
augmentation deep-learning machine-learning neural-networks
Language:Python 5052
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
udacity / deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
cross-entropy ddpg deep-reinforcement-learning dqn dynamic-programming hill-climbing ml-agents neural-networks openai-gym openai-gym-solutions ppo pytorch pytorch-rl reinforcement-learning reinforcement-learning-algorithms rl-algorithms
Language:Jupyter Notebook 4843
blei-lab / edward
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
bayesian-methods deep-learning machine-learning data-science tensorflow neural-networks statistics probabilistic-programming
Language:Jupyter Notebook 4832
Spandan-Madan / DeepLearningProject
An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
machine-learning deep-learning neural-networks tutorial
Language:HTML 4759
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 4719
PaddlePaddle / PaddleX
Low-code development tool based on PaddlePaddle（飞桨低代码开发工具）
classification deep-neural-networks deeplearning deployment neural-networks ocr resnet segmentation time-series
Language:Python 4713