Deep learning
Deep learning is a subset of machine learning that uses artificial neural networks with multiple layers to automatically learn hierarchical representations from data. It powers modern breakthroughs in computer vision, natural language processing, speech recognition, and generative AI.
- GitHub: https://github.com/topics/deep-learning
- Wikipedia: https://en.wikipedia.org/wiki/Deep_learning
- Aliases: deeplearning, deep-learning-tutorial, deep-learning-algorithms, deep-learning-papers,
- Last updated: 2026-06-23 00:07:53 UTC
- JSON Representation
https://github.com/cabralpinto/modular-diffusion
Python library for designing and training your own Diffusion Models with PyTorch
audio-generation deep-learning diffusion-models image-generation machine-learning modular-design python pytorch text-generation transformer u-net
Last synced: 23 Aug 2025
https://github.com/amansrivastava17/lstm-siamese-text-similarity
⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity
bidirectional-lstm deep-learning keras lstm lstm-neural-networks sentence-similarity siamese-network text-similarity
Last synced: 18 Aug 2025
https://github.com/DLR-RM/SingleViewReconstruction
Official Code: 3D Scene Reconstruction from a Single Viewport
computer-vision deep-learning eccv2020 open-source paper reconstruction singleview
Last synced: 14 Mar 2025
https://github.com/maum-ai/nuwave2
NU-Wave 2: A General Neural Audio Upsampling Model for Various Sampling Rates @ INTERSPEECH 2022
deep-learning neural-audio-upsampling pytorch super-resolution upsampling
Last synced: 09 Apr 2025
https://github.com/meetps/tf-3dgan
Tensorflow implementation of 3D Generative Adversarial Network.
deep-learning generative-adversarial-network tensorflow
Last synced: 09 Apr 2025
https://github.com/sunzeyeah/RLHF
Implementation of Chinese ChatGPT
chatgpt deep-learning deepspeed glm nlp pangu pytorch
Last synced: 29 Mar 2025
https://github.com/krishnap25/mauve
Package to compute Mauve, a similarity score between neural text and human text. Install with `pip install mauve-text`.
deep-learning huggingface-transformers nlp pytorch text-generation
Last synced: 12 Apr 2025
https://github.com/Lin-Yijie/Graph-Matching-Networks
PyTorch implementation of Graph Matching Networks, e.g., Graph Matching with Bi-level Noisy Correspondence (COMMON, ICCV 2023), Graph Matching Networks for Learning the Similarity of Graph Structured Objects (GMN, ICML 2019).
deep-learning gnn graph-neural-networks pytorch
Last synced: 03 Apr 2025
https://github.com/gabrielilharco/snap-n-eat
Food detection and recommendation with deep learning
deep-learning deep-neural-networks fastai flask food food-classification food-recommendation knn nodejs pytorch resnext
Last synced: 06 Apr 2025
https://github.com/mratsim/laser
The HPC toolbox: fused matrix multiplication, convolution, data-parallel strided tensor primitives, OpenMP facilities, SIMD, JIT Assembler, CPU detection, state-of-the-art vectorized BLAS for floats and integers
assembler blas compiler-optimization convolution deep-learning gemm high-performance-computing jit matrix-multiplication openmp parallel runtime-cpu-detection simd tensor
Last synced: 08 Apr 2025
https://github.com/wholebody3d/wholebody3d
Official repository of Human3.6M 3D WholeBody (H3WB) dataset
3d-human-pose 3d-pose-estimation 3d-whole-body-pose-estimation deep-learning face-landmark-detection foot-estimation hand-pose-estimation human-pose-estimation pose-estimation pytorch whole-body whole-body-pose-estimation
Last synced: 13 Feb 2026
https://github.com/enlite-ai/maze
Maze Applied Reinforcement Learning Framework
applied-machine-learning automation data-science decision-making deep-learning distributed documentation framework machine-learning monitoring optimization python reinforcement-learning simulation
Last synced: 14 Jan 2026
https://github.com/VIAME/VIAME
Video and Image Analytics for Multiple Environments
annotation-framework artificial-intelligence computer-vision conservation deep-learning ecology image-annotation image-processing machine-learning marine-biology object-detection oceanography open-source video-analysis video-analytics video-annotation video-search
Last synced: 07 Apr 2025
https://github.com/williamfalcon/tensorflow-gpu-install-ubuntu-16.04
Tensorflow GPU install instructions for ubuntu 16.04 - Deep learning
deep-learning machine-learning nouveau nvidia-driver tensorflow tensorflow-gpu ubuntu
Last synced: 01 Sep 2025
https://github.com/hsankesara/deepresearch
This repository is the collection of research papers in Deep learning, computer vision and NLP.
computer-vision deep-learning keras machine-learning nlp nueral-networks python3 research-paper
Last synced: 09 Apr 2025
https://github.com/vngrs-ai/vnlp
State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.
deasciifier deep-learning dependency-parsing fasttext morphological-analysis morphological-disambiguation named-entity-recognition nlp normalization number-to-words part-of-speech-tagging sentence-splitting sentence-tokenizer sentiment-analysis spelling-correction stemming stopword-removal turkish-nlp word-embeddings word2vec
Last synced: 14 Jan 2026
https://github.com/hmunachi/nanodl
A Jax-based library for designing and training transformer models from scratch.
attention attention-mechanism deep-learning distributed-training flax gpt jax llama machine-learning mistral nlp transformer
Last synced: 05 Apr 2025
https://github.com/zhongkaifu/rnnsharp
RNNSharp is a toolkit of deep recurrent neural network which is widely used for many different kinds of tasks, such as sequence labeling, sequence-to-sequence and so on. It's written by C# language and based on .NET framework 4.6 or above versions. RNNSharp supports many different types of networks, such as forward and bi-directional network, sequence-to-sequence network, and different types of layers, such as LSTM, Softmax, sampled Softmax and others.
c-sharp crf deep-learning dotnet lstm machine-learning nlp recurrent-neural-networks rnn rnn-model sequence-labeling
Last synced: 08 Apr 2025
https://github.com/regel/loudml
Loud ML is the first open-source AI solution for ICT and IoT automation
database deep-learning machine-learning monitoring tensorflow time-series time-series-prediction
Last synced: 14 Mar 2025
https://github.com/hukenovs/easyportrait
EasyPortrait - Face Parsing and Portrait Segmentation Dataset
arxiv-papers dataset deep-learning face-parsing image-segmentation people-segmentation portrait-segmentation research segmentation
Last synced: 11 Oct 2025
https://github.com/zhongkaifu/RNNSharp
RNNSharp is a toolkit of deep recurrent neural network which is widely used for many different kinds of tasks, such as sequence labeling, sequence-to-sequence and so on. It's written by C# language and based on .NET framework 4.6 or above versions. RNNSharp supports many different types of networks, such as forward and bi-directional network, sequence-to-sequence network, and different types of layers, such as LSTM, Softmax, sampled Softmax and others.
c-sharp crf deep-learning dotnet lstm machine-learning nlp recurrent-neural-networks rnn rnn-model sequence-labeling
Last synced: 06 Aug 2025
https://github.com/amanovishnu/ineuron-full-stack-data-science-assignments
this repository features assignments and projects from the iNeuron full stack data science course, providing valuable resources for learners to enhance their skills and apply their knowledge.
computer-vision data-science datascience deep-learning exploratory-data-analysis linear-regression machine-learning natural-language-processing python recommender-system sql statistics
Last synced: 08 Apr 2025
https://github.com/jxareas/machine-learning-notebooks
The full collection of Jupyter Notebook labs from Andrew Ng's Machine Learning Specialization.
clustering deep-learning jupyter-notebook kmeans learn linear-regression logistic-regression machine-learning machine-learning-algorithms neural-network numpy python regression reinforcement-learning reinforcement-learning-algorithms supervised-learning tensorflow unsupervised-learning
Last synced: 16 May 2025
https://github.com/PaddlePaddle/PaddleCloud
PaddlePaddle Docker images and K8s operators for PaddleOCR/Detection developers to use on public/private cloud.
deep-learning kubernetes-cluster paddlepaddle-cloud
Last synced: 11 Jul 2025
https://github.com/kkirchheim/pytorch-ood
👽 Out-of-Distribution Detection with PyTorch
anomaly-detection confidence-estimation deep-learning neural-network novelty-detection ood-detection open-set-recognition pytorch
Last synced: 28 Mar 2025
https://github.com/dinghanshen/SWEM
The Tensorflow code for this ACL 2018 paper: "Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms"
deep-learning natural-language-processing representation-learning tensorflow
Last synced: 10 May 2025
https://github.com/loeweX/Greedy_InfoMax
Code for the paper: Putting An End to End-to-End: Gradient-Isolated Learning of Representations
deep-learning local-learning pytorch
Last synced: 01 May 2025
https://github.com/fregu856/3DOD_thesis
3D Object Detection for Autonomous Driving in PyTorch, trained on the KITTI dataset.
3d-deep-learning 3d-detection autonomous-driving computer-vision deep-learning machine-learning object-detection pytorch
Last synced: 19 Jul 2025
https://github.com/maum-ai/nuwave
NU-Wave: A Diffusion Probabilistic Model for Neural Audio Upsampling @ INTERSPEECH 2021
deep-generative-model deep-learning neural-audio-upsampling pytorch super-resolution upsampling
Last synced: 09 Apr 2025
https://github.com/paddlepaddle/passl
PASSL包含 SimCLR，MoCo v1/v2，BYOL，CLIP，PixPro，simsiam, SwAV, BEiT，MAE 等图像自监督算法以及 Vision Transformer，DEiT，Swin Transformer，CvT，T2T-ViT，MLP-Mixer，XCiT，ConvNeXt，PVTv2 等基础视觉算法
beit clip convnext cvt deep-learning deit mae moco moco-v2 paddle pixpro pvt self-supervised-learning simclr swav swin-transformer vision-transformer vit xcit
Last synced: 04 Apr 2025
https://github.com/extreme-bert/extreme-bert
ExtremeBERT is a toolkit that accelerates the pretraining of customized language models on customized datasets, described in the paper “ExtremeBERT: A Toolkit for Accelerating Pretraining of Customized BERT”.
bert deep-learning language-model language-models machine-learning natural-language-processing nlp python pytorch transformer
Last synced: 09 May 2025
https://github.com/smousavi05/STEAD
STanford EArthquake Dataset (STEAD):A Global Data Set of Seismic Signals for AI
dataset deep-learning earthquake stanford stead
Last synced: 08 May 2025
https://github.com/jacobgil/pytorch-tensor-decompositions
PyTorch implementation of [1412.6553] and [1511.06530] tensor decomposition methods for convolutional layers.
deep-learning pytorch tensorly
Last synced: 09 Apr 2025
https://github.com/lucidrains/se3-transformer-pytorch
Implementation of SE3-Transformers for Equivariant Self-Attention, in Pytorch. This specific repository is geared towards integration with eventual Alphafold2 replication.
artificial-intelligence attention-mechanism deep-learning equivariance se3 transformer
Last synced: 05 Apr 2025
https://github.com/hoangcuong2011/Good-Papers
I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers
computer-vision convolutional-networks deep-kernel-learning deep-learning gaussian-processes kernel-learning machine-learning natural-language-processing neural-machine-translation neural-network representation-learning semi-supervised-learning variational-autoencoders variational-inference
Last synced: 19 Jul 2025
https://github.com/pfnet-research/menoh
Menoh: fast DNN inference library with multiple programming language support
deep-learning mkl-dnn neural-network
Last synced: 27 Jul 2025
https://github.com/philip-huang/PIXOR
PyTorch Implementation of PIXOR
deep-learning lidar self-driving-car
Last synced: 20 Mar 2025
https://github.com/4uiiurz1/keras-arcface
Keras implementation of ArcFace, CosFace, and SphereFace
Last synced: 21 Nov 2025
https://github.com/zhenye-na/machine-learning-uiuc
🖥️ CS446: Machine Learning in Spring 2018, University of Illinois at Urbana-Champaign
deep-learning deep-reinforcement-learning machine-learning python reinforcement-learning tensorflow
Last synced: 09 Apr 2025
https://github.com/spandan-madan/pytorch_fine_tuning_tutorial
A short tutorial on performing fine tuning or transfer learning in PyTorch.
deep-learning image-classification pytorch-tutorials tutorial
Last synced: 13 Apr 2025
https://github.com/amanovishnu/ineuron-full-stack-data-science-assignment-collection
this repository features assignments and projects from the iNeuron full stack data science course, providing valuable resources for learners to enhance their skills and apply their knowledge.
computer-vision data-science datascience deep-learning exploratory-data-analysis linear-regression machine-learning natural-language-processing python recommender-system sql statistics
Last synced: 28 Feb 2025
https://github.com/aaronshan/12306-captcha
基于深度学习的12306验证码识别
12306 captcha cnn-model deep-learning recognizer
Last synced: 02 Feb 2026
https://github.com/AstraZeneca/rexmex
A general purpose recommender metrics library for fair evaluation.
coverage deep-learning evaluation machine-learning metric metrics mrr personalization precision rank ranking recall recommender recommender-system recsys rsquared
Last synced: 27 Mar 2025
https://github.com/RizwanMunawar/yolov8-object-tracking
YOLOv8 Object Tracking Using PyTorch, OpenCV and Ultralytics
computer-vision deep-learning object-detection object-tracking yolov8
Last synced: 17 Apr 2025
https://github.com/bmw-innovationlab/bmw-yolov4-inference-api-gpu
This is a repository for an nocode object detection inference API using the Yolov3 and Yolov4 Darknet framework.
alexeyab-darknet api bounding-boxes computer-vision deep-learning deeplearning detection-inference-api docker dockerfile gpu inference inference-gui inference-server neural-network no-code rest-api yolo yolo-gui yolov3 yolov4
Last synced: 02 Jul 2025
https://github.com/lujiaying/MovieTaster-Open
A practical movie recommend project based on Item2vec.
deep-learning item2vec word2vec
Last synced: 13 Jul 2025
https://github.com/astrazeneca/rexmex
A general purpose recommender metrics library for fair evaluation.
coverage deep-learning evaluation machine-learning metric metrics mrr personalization precision rank ranking recall recommender recommender-system recsys rsquared
Last synced: 04 Apr 2025
https://github.com/anilbas/3dmmasstn
MatConvNet implementation for incorporating a 3D Morphable Model (3DMM) into a Spatial Transformer Network (STN)
3d-morphable-models 3dmm basel-face-model computer-vision convolutional-neural-networks dagnn deep-learning deep-neural-networks face machine-learning matconvnet matlab siamese-network spatial-transformer-network stn vgg-face-matconvnet
Last synced: 13 Apr 2025
https://github.com/dvgodoy/deepreplay
Deep Replay - Generate visualizations as in my "Hyper-parameters in Action!" series!
callback deep-learning keras visualization-tools
Last synced: 05 Apr 2025
https://github.com/tugstugi/pytorch-saltnet
Kaggle | 9th place single model solution for TGS Salt Identification Challenge
cnn convolutional-neural-networks deep-learning kaggle-competition pytorch segmentation seismic-imaging unet unet-image-segmentation unet-pytorch
Last synced: 03 Apr 2025
https://github.com/chen0040/keras-english-resume-parser-and-analyzer
keras project that parses and analyze english resumes
convolutional-neural-networks deep-learning keras nltk recurrent-neural-networks resume-parser
Last synced: 06 Apr 2025
https://github.com/philipperemy/deep-learning-tinder
Simple Tinder algorithm able to swipe left and right based on the recommendations of a pre-trained deep neural network (Machine Learning).
deep-learning machine-learning tinder
Last synced: 07 Apr 2025
https://github.com/gustavz/realtime_object_detection
Plug and Play Real-Time Object Detection App with Tensorflow and OpenCV
api deep-learning deep-neural-networks google object-detection opencv python real-time tensorflow
Last synced: 16 May 2025
https://github.com/gsurma/style_transfer
CNN image style transfer 🎨.
cnn computer-vision convolutional-neural-networks deep-learning jupyter-notebook keras machine-learning neural-network notebook python style-transfer
Last synced: 09 Apr 2025
https://github.com/materialsvirtuallab/m3gnet
Materials graph network with 3-body interactions featuring a DFT surrogate crystal relaxer and a state-of-the-art property predictor.
deep-learning graph machine-learning materials-science neural-network
Last synced: 14 Apr 2025
https://github.com/zainzhao/personalized-recommend
基于tensorflow的个性化电影推荐系统实战(有前端)
deep-learning recommendation recommendation-system tensorflow
Last synced: 19 Jun 2025
https://github.com/lmnt-com/wavegrad
A fast, high-quality neural vocoder.
deep-learning machine-learning neural-network paper pretrained-models pytorch speech speech-synthesis text-to-speech tts vocoder wavegrad
Last synced: 05 Apr 2025
https://github.com/Spandan-Madan/Pytorch_fine_tuning_Tutorial
A short tutorial on performing fine tuning or transfer learning in PyTorch.
deep-learning image-classification pytorch-tutorials tutorial
Last synced: 07 May 2025
https://github.com/kkanshul/finegan
FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery
computer-vision deep-learning disentangled-representations fine-grained gans generative-adversarial-network image-generation image-manipulation pytorch
Last synced: 08 May 2025
https://github.com/jingweiz/pytorch-dnc
Neural Turing Machine (NTM) & Differentiable Neural Computer (DNC) with pytorch & visdom
deep-learning dnc external-memory ntm pytorch visdom
Last synced: 11 Jul 2025
https://github.com/iArunava/ENet-Real-Time-Semantic-Segmentation
ENet - A Neural Net Architecture for real time Semantic Segmentation
artificial-intelligence deep-learning enet paper python3 pytorch
Last synced: 19 Jul 2025
https://github.com/thomas-yanxin/colugomum
🍰🍎ColugoMum: Intelligent Retail Settlement Platform can accurately locate and identify each commodity, and can return a complete shopping list and the actual total price of commodities that customers should pay.
deep-learning django image-recognition image-retrieval-system nano paddleclas paddlepaddle pp-shitu product-recognition wxapp
Last synced: 06 Apr 2025
https://github.com/isarsoft/yolov4-triton-tensorrt
This repository deploys YOLOv4 as an optimized TensorRT engine to Triton Inference Server
deep-learning docker object-detection tensorrt triton-inference-server yolov4 yolov4-tiny
Last synced: 21 Apr 2025
https://github.com/iwatake2222/InferenceHelper
C++ Helper Class for Deep Learning Inference Frameworks: TensorFlow Lite, TensorRT, OpenCV, OpenVINO, ncnn, MNN, SNPE, Arm NN, NNabla, ONNX Runtime, LibTorch, TensorFlow
cpp deep-learning deeplearning inference mnn ncnn nnabla opencv tensorflow tensorrt
Last synced: 20 Mar 2025
https://github.com/iwhalen/nsga-net
NSGA-Net, a Neural Architecture Search Algorithm
auto-ml deep-learning evolutionary-computation neural-architecture-search nsga-ii pytorch
Last synced: 29 May 2026
https://github.com/sdsubhajitdas/brain-tumor-segmentation
Brain Tumor Segmentation done using U-Net Architecture.
brain-tumor-segmentation deep-learning image-segmentation pytorch tumor-segmentation unet unet-image-segmentation unet-pytorch
Last synced: 07 Apr 2025
https://github.com/tlkh/tf-metal-experiments
TensorFlow Metal Backend on Apple Silicon Experiments (just for fun)
benchmark bert deep-learning gpu m1 m1-max tensorflow
Last synced: 10 Mar 2026
https://github.com/joeylitalien/noise2noise-pytorch
PyTorch Implementation of Noise2Noise (Lehtinen et al., 2018)
deep-learning denoising pytorch
Last synced: 18 Jan 2026
https://github.com/jaxony/unet-pytorch
U-Net implementation for PyTorch based on https://arxiv.org/abs/1505.04597
deep-learning neural-network python pytorch semantic-segmentation
Last synced: 28 Jul 2025
https://github.com/MillionIntegrals/vel
Velocity in deep-learning research
convolutional-neural-networks deep-learning python pytorch reinforcement-learning
Last synced: 01 Apr 2025
https://github.com/lucidrains/linformer
Implementation of Linformer for Pytorch
artificial-intelligence attention-mechanism deep-learning transformer
Last synced: 04 Apr 2025
https://github.com/millionintegrals/vel
Velocity in deep-learning research
convolutional-neural-networks deep-learning python pytorch reinforcement-learning
Last synced: 30 Oct 2025
https://github.com/ain-soph/trojanzoo
TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classification in deep learning.
adversarial-attacks backdoor-attacks deep-learning image-classification pytorch
Last synced: 25 Dec 2025
https://github.com/gabrielspmoreira/chameleon_recsys
Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems
deep-learning deep-neural-networks lstm lstm-neural-network lstm-neural-networks news-recommendation recommendation-algorithms recommendation-engine recommendation-system recommender-system rnn rnn-tensorflow tensorflow word-embeddings word2vec
Last synced: 07 Apr 2025
https://github.com/rentainhe/pytorch-distributed-training
Simple tutorials on Pytorch DDP training
apex cuda ddp-training deep-learning pytorch
Last synced: 06 Mar 2026
https://github.com/goekdeniz-guelmez/mlx-lm-lora
Train Large Language Models on MLX.
apple deep-learning dpo fine finetuning-llms ml rlhf supervised-machine-learning training
Last synced: 09 Mar 2026
https://github.com/RTIInternational/gobbli
Deep learning with text doesn't have to be scary.
deep-learning docker nlp python
Last synced: 03 Apr 2025
https://github.com/megengine/replknet
Official MegEngine implementation of RepLKNet
deep-learning image-classification megengine
Last synced: 22 Jul 2025
https://github.com/DerrickXuNu/v2x-vit
[ECCV2022] Official Implementation of paper "V2X-ViT: Vehicle-to-Everything Cooperative Perception with Vision Transformer"
3d-object-detection autonomous-driving collaborative-perception computer-vision deep-learning machine-learning multi-agent-system pytorch simulation v2x vehicle-to-everything vision-transformer
Last synced: 20 Mar 2025
https://github.com/khrylx/agentformer
[ICCV 2021] Official PyTorch Implementation of "AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting".
autonomous-driving deep-learning iccv2021 multi-agent-forecasting pytorch trajectory-forecasting trajectory-prediction transformer
Last synced: 31 Mar 2025
https://github.com/shreyansh26/annotated-ml-papers
Annotations of the interesting ML papers I read
annotated-paper bert deep-learning gpt gpt-2 machine-learning megatron-lm nlp papers-annotations research-paper transformers xlnet
Last synced: 10 Mar 2026
https://github.com/lucidrains/x-unet
Implementation of a U-net complete with efficient attention as well as the latest research findings
artificial-intelligence deep-learning image-generation segmentation u-net
Last synced: 04 Apr 2025
https://github.com/MegEngine/RepLKNet
Official MegEngine implementation of RepLKNet
deep-learning image-classification megengine
Last synced: 20 Mar 2025
https://github.com/aakashkumarnain/tf_jax_tutorials
All about the fundamental blocks of TF and JAX!
deep-learning jax machine-learning python tensorflow tutorials
Last synced: 19 Jul 2025
https://github.com/joaolages/diffusers-interpret
Diffusers-Interpret 🤗🧨🕵️♀️: Model explainability for 🤗 Diffusers. Get explanations for your generated images.
computer-vision deep-learning diffusers diffusion explainable-ai image-generation interpretability model-explainability primary-attributions pytorch text2image transformers
Last synced: 05 Apr 2025
https://github.com/benedekrozemberczki/SGCN
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
deep-learning deepwalk gcn gpt2 gpt3 graph-attention graph-convolution graph-embedding graph-neural-networks graphsage machine-learning network-embedding neural-network node-classification node2vec pytorch pytorch-geometric sgcn signed-network transformer
Last synced: 01 Apr 2025
https://github.com/TorchJD/torchjd
Library for Jacobian descent with PyTorch. It enables the optimization of neural networks with multiple losses (e.g. multi-task learning).
deep-learning jacobian-descent multi-objective-optimization multi-task-learning multiobjective-optimization multitask-learning optimization python pytorch torch
Last synced: 16 Nov 2025
https://github.com/salesforce/etsformer
PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting
deep-learning exponential-smoothing forecasting interpretable-machine-learning pytorch time-series time-series-decomposition time-series-forecasting transformers
Last synced: 07 Apr 2025
https://github.com/benedekrozemberczki/sgcn
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
deep-learning deepwalk gcn gpt2 gpt3 graph-attention graph-convolution graph-embedding graph-neural-networks graphsage machine-learning network-embedding neural-network node-classification node2vec pytorch pytorch-geometric sgcn signed-network transformer
Last synced: 08 Apr 2025
https://github.com/carlosholivan/DeepLearningMusicGeneration
State of the Art of Music Generation with Deep Learning and AI
deep-learning mir music-generation music-generation-deep-learning neural-network-architectures
Last synced: 17 Mar 2025
https://github.com/alirezamika/evostra
A fast Evolution Strategy implementation in Python
ai ai-learning artificial-intelligence deep-learning evolution-strategies evolutionary-algorithms machine-learning python reinforcement-learning
Last synced: 05 Aug 2025
https://github.com/deephyper/deephyper
DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks
automl deep-learning hpc hyperparameter-optimization keras machine-learning mpi multi-fidelity neural-architecture-search python pytorch raylib scalability tensorflow uncertainty-quantification
Last synced: 07 Apr 2025
https://github.com/yechengxi/lightnet
Efficient, transparent deep learning in hundreds of lines of code.
cnn cudnn deep-learning lstm matlab mlp neural-network quasi-recurrent-neural-networks rnn sgd
Last synced: 03 Oct 2025
https://github.com/yuyangw/molclr
Implementation of MolCLR: "Molecular Contrastive Learning of Representations via Graph Neural Networks" in PyG.
deep-learning graph-neural-networks molecule pytorch pytorch-geometric self-supervised-learning
Last synced: 07 Apr 2025
https://github.com/Khrylx/AgentFormer
[ICCV 2021] Official PyTorch Implementation of "AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting".
autonomous-driving deep-learning iccv2021 multi-agent-forecasting pytorch trajectory-forecasting trajectory-prediction transformer
Last synced: 20 Mar 2025
https://github.com/uchicago-cs/deepdish
Flexible HDF5 saving/loading and other data science tools from the University of Chicago
deep-learning hdf5 pickle python
Last synced: 21 Oct 2025
https://github.com/sdv-dev/sdgym
Benchmarking synthetic data generation methods.
benchmark deep-learning generative-adversarial-network generative-ai generative-models sdgym-synthesizers synthetic-data synthetic-data-vault tabular-data
Last synced: 28 Feb 2026
https://github.com/jackpopc/ailearnnotes
Artificial Intelligence Learning Notes.
activation-function alexnet cnn computer-vision deep-learning dpm dropout harris hog image-augmentation image-denoising image-enhancement image-processing image-segmentation lenet machine-learning reinforcement-learning sift tensorflow vgg
Last synced: 24 Oct 2025
https://github.com/jimfleming/recurrent-entity-networks
TensorFlow implementation of "Tracking the World State with Recurrent Entity Networks".
deep-learning machine-learning natural-language-processing recurrent-neural-networks tensorflow
Last synced: 19 Jul 2025
