#Neural-networks

Showing 60 of 578 repositories tagged #neural-networks, ranked by stars

labmlai
labmlai
annotated_deep_learning_paper_implementations

๐Ÿง‘โ€๐Ÿซ 60+ Implementations/tutorials of deep learning papers with side-by-side notes ๐Ÿ“; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ๐ŸŽฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐Ÿง 

Score
96
โ˜… 67.1k โ‘‚ 6.7k +11/day
Python
keras-team
keras-team
keras

Deep Learning for humans

Score
100
โ˜… 64.2k โ‘‚ 19.8k +2/day
Python
deepfakes
deepfakes
faceswap

Deepfakes Software For All

Score
98
โ˜… 55.3k โ‘‚ 13.4k +3/day
Python
explosion
explosion
spaCy

๐Ÿ’ซ Industrial-strength Natural Language Processing (NLP) in Python

Score
94
โ˜… 33.7k โ‘‚ 4.7k +10/day
Python
yunjey
yunjey
pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

Score
83
โ˜… 32.4k โ‘‚ 8.2k +4/day
Python
mozilla
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.

Score
96
โ˜… 26.8k โ‘‚ 4.1k +5/day
C++
microsoft
microsoft
onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

Score
100
โ˜… 21.1k โ‘‚ 4.0k +6/day
C++
k4yt3x
k4yt3x
video2x

A machine learning-based video super resolution and frame interpolation framework. Est. Hack the Valley II, 2018.

Score
99
โ˜… 20.5k โ‘‚ 1.8k +22/day
C++
Unity-Technologies
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.

Score
100
โ˜… 19.5k โ‘‚ 4.5k +12/day
C#
iperov
iperov
DeepFaceLab

DeepFaceLab is the leading software for creating deepfakes.

Score
80
โ˜… 19.3k โ‘‚ 911 +6/day
Python
nndl
nndl
nndl

้‚ฑ้”ก้นใ€Š็ฅž็ป็ฝ‘็ปœไธŽๆทฑๅบฆๅญฆไน ใ€‹๏ผˆ่’ฒๅ…ฌ่‹ฑไนฆ๏ผ‰็†่ฎบไนฆ v2 ไธŽ้€š่ฏ†็‰ˆ

Score
99
โ˜… 18.9k โ‘‚ 3.7k +15/day
ujjwalkarn
ujjwalkarn
Machine-Learning-Tutorials

machine learning and deep learning tutorials, articles and other resources

Score
94
โ˜… 18.0k โ‘‚ 4.0k +15/day
NVIDIA-NeMo
NVIDIA-NeMo
Speech

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)

Score
93
โ˜… 17.7k โ‘‚ 3.5k +4/day
Python
ddbourgin
ddbourgin
numpy-ml

Machine learning, in numpy

Score
81
โ˜… 16.3k โ‘‚ 3.8k โ€”
Python
janishar
janishar
mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

Score
99
โ˜… 14.2k โ‘‚ 2.9k +2/day
Java
rushter
rushter
MLAlgorithms

Minimal and clean examples of machine learning algorithms implementations

Score
89
โ˜… 11.0k โ‘‚ 1.8k +7/day
Python
lengstrom
lengstrom
fast-style-transfer

TensorFlow CNN for fast style transfer โšก๐Ÿ–ฅ๐ŸŽจ๐Ÿ–ผ

Score
78
โ˜… 11.0k โ‘‚ 2.6k +1/day
Python
lexfridman
lexfridman
mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Score
92
โ˜… 10.4k โ‘‚ 2.2k +1/day
Jupyter Notebook
bigscience-workshop
bigscience-workshop
petals

๐ŸŒธ Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

Score
70
โ˜… 10.3k โ‘‚ 621 +7/day
Python
timzhang642
timzhang642
3D-Machine-Learning

A resource repository for 3D machine learning

Score
90
โ˜… 10.2k โ‘‚ 1.8k โ€”
google-deepmind
google-deepmind
sonnet

TensorFlow-based neural network library

Score
91
โ˜… 9.9k โ‘‚ 1.3k +8/day
Python
eriklindernoren
eriklindernoren
Keras-GAN

Keras implementations of Generative Adversarial Networks.

Score
76
โ˜… 9.2k โ‘‚ 3.1k โ€”
Python
MITDeepLearning
MITDeepLearning
introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

Score
98
โ˜… 8.7k โ‘‚ 4.5k +3/day
Jupyter Notebook
google-deepmind
google-deepmind
lab

A customisable 3D platform for agent-based AI research

Score
89
โ˜… 7.4k โ‘‚ 1.4k โ€”
C
tensorpack
tensorpack
tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

Score
67
โ˜… 6.3k โ‘‚ 1.8k โ€”
Python
chainer
chainer
chainer

A flexible framework of neural networks for deep learning

Score
63
โ˜… 5.9k โ‘‚ 1.3k +1/day
Python
keras-rl
keras-rl
keras-rl

Deep Reinforcement Learning for Keras.

Score
61
โ˜… 5.5k โ‘‚ 1.3k +1/day
Python
mosaicml
mosaicml
composer

Supercharge Your Model Training

Score
85
โ˜… 5.5k โ‘‚ 464 +1/day
Python
google-deepmind
google-deepmind
graph_nets

Build Graph Nets in Tensorflow

Score
59
โ˜… 5.4k โ‘‚ 777 +1/day
Python
louisfb01
louisfb01
start-machine-learning

A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2026 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

Score
97
โ˜… 5.3k โ‘‚ 699 +4/day
rasbt
rasbt
machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

Score
98
โ˜… 5.3k โ‘‚ 1.8k +6/day
Jupyter Notebook
awslabs
awslabs
gluonts

Probabilistic time series modeling in Python

Score
100
โ˜… 5.2k โ‘‚ 822 +2/day
Python
sreeharierk
sreeharierk
datascience

This repository is a compilation of free resources for learning Data Science.

Score
96
โ˜… 5.2k โ‘‚ 523 โ€”
mdbloice
mdbloice
Augmentor

Image augmentation library in Python for machine learning.

Score
86
โ˜… 5.1k โ‘‚ 873 โ€”
Python
NVIDIAGameWorks
NVIDIAGameWorks
kaolin

A PyTorch Library for Accelerating 3D Deep Learning Research

Score
98
โ˜… 5.1k โ‘‚ 625 +3/day
Python
naganandy
naganandy
graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

Score
97
โ˜… 5.1k โ‘‚ 784 +1/day
Jupyter Notebook
Nyandwi
Nyandwi
machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

Score
57
โ˜… 5.0k โ‘‚ 836 โ€”
Jupyter Notebook
transcranial
transcranial
keras-js

Run Keras models in the browser, with GPU support using WebGL

Score
84
โ˜… 5.0k โ‘‚ 493 โ€”
JavaScript
sktime
sktime
pytorch-forecasting

Time series forecasting with PyTorch

Score
87
โ˜… 4.9k โ‘‚ 871 +3/day
Python
blei-lab
blei-lab
edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

Score
88
โ˜… 4.8k โ‘‚ 744 โ€”
Jupyter Notebook
Spandan-Madan
Spandan-Madan
DeepLearningProject

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

Score
84
โ˜… 4.8k โ‘‚ 634 โ€”
HTML
FluxML
FluxML
Flux.jl

Relax! Flux is the ML library that doesn't make you tensor

Score
98
โ˜… 4.7k โ‘‚ 622 โ€”
Julia
google-deepmind
google-deepmind
dm_control

Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

Score
98
โ˜… 4.6k โ‘‚ 758 โ€”
Python
mosaicml
mosaicml
llm-foundry

LLM training code for Databricks foundation models

Score
100
โ˜… 4.4k โ‘‚ 586 +6/day
Python
tensorflow
tensorflow
probability

Probabilistic reasoning and statistical analysis in TensorFlow

Score
99
โ˜… 4.4k โ‘‚ 1.1k โ€”
Jupyter Notebook
zotroneneis
zotroneneis
machine_learning_basics

Plain python implementations of basic machine learning algorithms

Score
52
โ˜… 4.4k โ‘‚ 835 +1/day
Jupyter Notebook
amanchadha
amanchadha
coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

Score
99
โ˜… 4.3k โ‘‚ 2.7k +6/day
Jupyter Notebook
google-deepmind
google-deepmind
learning-to-learn

Learning to Learn in TensorFlow

Score
83
โ˜… 4.1k โ‘‚ 602 โ€”
Python
Lasagne
Lasagne
Lasagne

Lightweight library to build and train neural networks in Theano

Score
50
โ˜… 3.9k โ‘‚ 931 โ€”
Python
ashishpatel26
ashishpatel26
Andrew-NG-Notes

This is Andrew NG Coursera Handwritten Notes.

Score
54
โ˜… 3.7k โ‘‚ 1.3k +2/day
Jupyter Notebook
christianversloot
christianversloot
machine-learning-articles

๐Ÿง ๐Ÿ’ฌ Articles I wrote about machine learning, archived from MachineCurve.com.

Score
82
โ˜… 3.7k โ‘‚ 762 +1/day
ml-tooling
ml-tooling
ml-workspace

๐Ÿ›  All-in-one web-based IDE specialized for machine learning and data science.

Score
43
โ˜… 3.5k โ‘‚ 458 โ€”
Jupyter Notebook
microsoft
microsoft
hummingbird

Hummingbird compiles trained ML models into tensor computation for faster inference.

Score
81
โ˜… 3.5k โ‘‚ 292 โ€”
Python
PetarV-
PetarV-
GAT

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

Score
48
โ˜… 3.5k โ‘‚ 671 +3/day
Python
truera
truera
trulens

Evaluation and Tracking for LLM Experiments and AI Agents

Score
97
โ˜… 3.4k โ‘‚ 309 +16/day
Python
maxim5
maxim5
cs229-2018-autumn

All notes and materials for the CS229: Machine Learning course by Stanford University

Score
83
โ˜… 3.4k โ‘‚ 1.2k +8/day
Jupyter Notebook
google-deepmind
google-deepmind
dm-haiku

JAX-based neural network library

Score
97
โ˜… 3.3k โ‘‚ 298 +1/day
Python
sbrugman
sbrugman
deep-learning-papers

Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.

Score
81
โ˜… 3.2k โ‘‚ 407 โ€”
LeelaChessZero
LeelaChessZero
lc0

Open source neural network chess engine with GPU acceleration and broad hardware support.

Score
96
โ˜… 3.1k โ‘‚ 599 +4/day
C++
nidhaloff
nidhaloff
igel

a delightful machine learning tool that allows you to train, test, and use models without writing code

Score
93
โ˜… 3.1k โ‘‚ 206 +2/day
Python
Related Topics
#machine-learning#deep-learning#pytorch#tensorflow#data-science#artificial-intelligence#python#neural-network#deeplearning#reinforcement-learning#scikit-learn#deep-neural-networks

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