Deep learning | Ecosyste.ms: Awesome

https://github.com/mesolitica/nlp-models-tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

attention chatbot deep-learning dnc-seq2seq embedded language-detection lstm lstm-seq2seq-tf luong-api machine-learning neural-machine-translation nlp optical-character-recognition pos-tagging speech-to-text summarization

Last synced: 29 Sep 2025

https://github.com/mesolitica/NLP-Models-Tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

attention chatbot deep-learning dnc-seq2seq embedded language-detection lstm lstm-seq2seq-tf luong-api machine-learning neural-machine-translation nlp optical-character-recognition pos-tagging speech-to-text summarization

Last synced: 09 Apr 2025

https://github.com/pykeen/pykeen

🤖 A Python library for learning and evaluating knowledge graph embeddings

cuda deep-learning knowledge-base-completion knowledge-graph-embeddings knowledge-graphs link-prediction machine-learning pykeen python torch

Last synced: 25 Apr 2025

https://github.com/lexfridman/deeptraffic

DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.

convnetjs deep-learning deep-reinforcement-learning deep-rl machine-learning mit self-driving-cars tensorflow

Last synced: 15 May 2025

https://github.com/junshutang/Make-It-3D

[ICCV 2023] Make-It-3D: High-Fidelity 3D Creation from A Single Image with Diffusion Prior

3d-generation 3d-vision computer-vision deep-learning diffusion-models generative-art nerf

Last synced: 07 May 2025

https://github.com/neonwatty/machine-learning-refined

Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.

artificial-intelligence deep-learning jupyter-notebook jupyter-notebooks machine-learning python

Last synced: 14 May 2025

https://github.com/VHellendoorn/Code-LMs

Guide to using pre-trained large language models of source code

deep-learning gpt-2 source-code

Last synced: 08 Apr 2025

https://github.com/wkentaro/pytorch-fcn

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

computer-vision convolutional-networks deep-learning fcn fcn8s pytorch semantic-segmentation

Last synced: 27 Sep 2025

https://github.com/symisc/sod

An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)

c computer-vision convolutional-neural-networks cpu deep-learning detection embedded face-detection facial-landmarks image-analysis image-processing image-recognition iot iot-device library machine-learning-algorithms object-detection real-time vision-framework webassembly

Last synced: 08 Apr 2025

https://github.com/CSAILVision/gandissect

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

deep-learning gan generative-adversarial-network image-manipulation interactive-visualizations interpretable-ml pytorch

Last synced: 02 May 2025

https://github.com/csailvision/gandissect

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

deep-learning gan generative-adversarial-network image-manipulation interactive-visualizations interpretable-ml pytorch

Last synced: 08 Apr 2025

https://github.com/tomlepaine/fast-wavenet

Speedy Wavenet generation using dynamic programming :zap:

deep-learning machine-learning tensorflow wavenet

Last synced: 22 Jan 2026

https://github.com/safe-graph/graph-fraud-detection-papers

A curated list of Graph/Transformer-based fraud, anomaly, and outlier detection papers & resources

academic-publications anomaly-detection awsome-list data-mining data-science dataset deep-learning foundation-models fraud-detection graph-algorithms graph-convolutional-networks graph-neural-networks llm machine-learning outlier-detection papers security spam-detection survey transformer

Last synced: 26 Jan 2026

https://github.com/deepset-ai/farm

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

bert deep-learning germanbert language-models ner nlp nlp-framework nlp-library pretrained-models pytorch question-answering roberta transfer-learning xlnet-pytorch

Last synced: 11 Apr 2025

https://github.com/huggingface/transfer-learning-conv-ai

🦄 State-of-the-Art Conversational AI with Transfer Learning

chatbots deep-learning dialog gpt gpt-2 neural-networks nlp pytorch transfer-learning

Last synced: 15 May 2025

https://github.com/tugstugi/dl-colab-notebooks

Try out deep learning models online on Google Colab

cnn colab-notebook deep-learning deep-neural-networks google-colab google-colaboratory jupyter-notebook jupyter-notebooks pytorch tensorflow

Last synced: 08 Apr 2025

https://github.com/Lightning-Universe/lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

classification deep-learning fiftyone icevision machine-learning object-detection open3d pytorch pytorch-lightning pytorch-video tabular-data tasks-flash torch-geometric

Last synced: 23 Apr 2025

https://github.com/tata1661/fsl-mate

FSL-Mate: A collection of resources for few-shot learning (FSL).

deep-learning few-shot few-shot-learning few-shot-paper few-shot-papers low-shot meta-learning one-shot-learning paddlepaddle paper papers

Last synced: 14 May 2025

https://github.com/deepset-ai/FARM

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

bert deep-learning germanbert language-models ner nlp nlp-framework nlp-library pretrained-models pytorch question-answering roberta transfer-learning xlnet-pytorch

Last synced: 03 Apr 2025

https://github.com/paddlepaddle/research

novel deep learning research works with PaddlePaddle

computer-vision data-mining deep-learning knowledge-graph nlp spatial-temporal

Last synced: 15 May 2025

https://github.com/experiencor/keras-yolo2

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

convolutional-networks deep-learning realtime regression yolo2

Last synced: 15 May 2025

https://github.com/tatsu-lab/alpaca_eval

An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

deep-learning evaluation foundation-models instruction-following large-language-models leaderboard nlp rlhf

Last synced: 13 May 2025

https://github.com/ray-project/kuberay

A toolkit to run Ray applications on Kubernetes

apache deep-learning kubernetes machine-learning ray

Last synced: 13 May 2025

https://github.com/Farama-Foundation/ViZDoom

Reinforcement Learning environments based on the 1993 game Doom :godmode:

deep-learning doom examples gym-environment gymnasium python reinforcement-learning vizdoom

Last synced: 09 Jul 2025

https://github.com/lightning-universe/lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

classification deep-learning fiftyone icevision machine-learning object-detection open3d pytorch pytorch-lightning pytorch-video tabular-data tasks-flash torch-geometric

Last synced: 30 Sep 2025

https://github.com/dog-qiuqiu/mobilenet-yolo

MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB:fire::fire::fire:

cnn computer-vision cv darknet deep-learning face-detection landmark landmark-detection mnn mnn-framework mobilenet-yolo mobilenetv2 ncnn ncnn-model object-detection yolo yolov3

Last synced: 05 Oct 2025

https://github.com/ZijunDeng/pytorch-semantic-segmentation

PyTorch for Semantic Segmentation

deep-learning fully-convolutional-networks pytorch semantic-segmentation

Last synced: 07 May 2025

https://github.com/dog-qiuqiu/MobileNet-Yolo

MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB:fire::fire::fire:

cnn computer-vision cv darknet deep-learning face-detection landmark landmark-detection mnn mnn-framework mobilenet-yolo mobilenetv2 ncnn ncnn-model object-detection yolo yolov3

Last synced: 15 Mar 2025

https://github.com/geek-ai/magent

A Platform for Many-Agent Reinforcement Learning

deep-learning multi-agent reinforcement-learning

Last synced: 15 May 2025

https://github.com/yassouali/awesome-semi-supervised-learning

😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

computer-vision deep-learning generative-model graph-neural-networks machine-learning natural-language-processing semi-supervised-learning

Last synced: 10 Feb 2026

https://github.com/Djdefrag/QualityScaler

QualityScaler - image/video AI upscaler app

amd anime compression-artifact-reduction deep-learning directx-12 gui-application intel manga noise-reduction nvidia opencv python python3 pytorch pytorch-directml super-resolution video video-processing windows

Last synced: 24 Mar 2025

https://github.com/PaddlePaddle/Research

novel deep learning research works with PaddlePaddle

computer-vision data-mining deep-learning knowledge-graph nlp spatial-temporal

Last synced: 30 Mar 2025

https://github.com/yunyang1994/tensorflow2.0-examples

🙄 Difficult algorithm, Simple code.

convolutional-neural-network dcgan-tensorflow deep-learning deep-neural-networks fcn8s gan image-classification linear-regression machine-learning object-detection pix2pix reinforcement-learning resnet tensorflow tensorflow-examples tensorflow2 unet-image-segmentation vgg16 yolov3

Last synced: 15 May 2025

https://github.com/YunYang1994/TensorFlow2.0-Examples

🙄 Difficult algorithm, Simple code.

convolutional-neural-network dcgan-tensorflow deep-learning deep-neural-networks fcn8s gan image-classification linear-regression machine-learning object-detection pix2pix reinforcement-learning resnet tensorflow tensorflow-examples tensorflow2 unet-image-segmentation vgg16 yolov3

Last synced: 18 Mar 2025

https://github.com/geek-ai/MAgent

A Platform for Many-Agent Reinforcement Learning

deep-learning multi-agent reinforcement-learning

Last synced: 14 Mar 2025

https://github.com/nikhilbarhate99/PPO-PyTorch

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

deep-learning deep-reinforcement-learning policy-gradient ppo ppo-pytorch proximal-policy-optimization pytorch pytorch-implmention pytorch-tutorial reinforcement-learning reinforcement-learning-algorithms

Last synced: 29 Apr 2025

https://github.com/franck-dernoncourt/neuroner

Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.

deep-learning machine-learning named-entity-recognition neural-networks nlp tensorflow

Last synced: 15 May 2025

https://github.com/lukalabs/cakechat

CakeChat: Emotional Generative Dialog System

conversational-agents conversational-ai conversational-bots deep-learning dialog-systems dialogue-agents dialogue-systems keras nlp seq2seq seq2seq-chatbot seq2seq-model tensorflow

Last synced: 30 Sep 2025

https://github.com/john-rocky/coreml-models

Converted CoreML Model Zoo.

coreml coreml-framework coremltools deep-learning gan gans image-classification ios machine-learning object-detection semantic-segmentation style-gan super-resolution swift

Last synced: 05 Apr 2026

https://github.com/tata1661/FSL-Mate

FSL-Mate: A collection of resources for few-shot learning (FSL).

deep-learning few-shot few-shot-learning few-shot-paper few-shot-papers low-shot meta-learning one-shot-learning paddlepaddle paper papers

Last synced: 08 May 2025

https://github.com/facebookresearch/votenet

Deep Hough Voting for 3D Object Detection in Point Clouds

3d deep-learning object-detection point-cloud robotics voting

Last synced: 27 Sep 2025

https://github.com/tensorflow/addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

deep-learning machine-learning neural-network python tensorflow tensorflow-addons

Last synced: 14 May 2025

https://github.com/Franck-Dernoncourt/NeuroNER

Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.

deep-learning machine-learning named-entity-recognition neural-networks nlp tensorflow

Last synced: 12 Apr 2025

https://github.com/aiff22/dped

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

computer-vision convolutional-neural-networks deep-learning dped gan generative-adversarial-networks image-enhancement image-processing

Last synced: 08 Apr 2025

https://github.com/hanleyweng/coreml-in-arkit

Simple project to detect objects and display 3D labels above them in AR. This serves as a basic Template for an ARKit project to use CoreML.

arkit augmented-reality coreml deep-learning ios machine-learning

Last synced: 16 May 2025

https://github.com/openppl/ppq

PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.

caffe cuda deep-learning neural-network onnx open-source pytorch quantization

Last synced: 15 May 2025

https://github.com/NVIDIA/DeepRecommender

Deep learning for recommender systems

collaborative-filtering deep-autoencoders deep-learning gpu recommendation-engine

Last synced: 19 Jul 2025

https://github.com/hanleyweng/CoreML-in-ARKit

Simple project to detect objects and display 3D labels above them in AR. This serves as a basic Template for an ARKit project to use CoreML.

arkit augmented-reality coreml deep-learning ios machine-learning

Last synced: 20 Mar 2025

https://tatsu-lab.github.io/alpaca_eval/

An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

deep-learning evaluation foundation-models instruction-following large-language-models leaderboard nlp rlhf

Last synced: 23 Mar 2025

https://github.com/GMvandeVen/continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

artificial-neural-networks class-incremental-learning continual-learning deep-learning distillation domain-incremental-learning elastic-weight-consolidation generative-models gradient-episodic-memory icarl incremental-learning lifelong-learning replay replay-through-feedback task-incremental-learning variational-autoencoder

Last synced: 01 May 2025

https://github.com/els-rd/transformer-deploy

Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀

deep-learning deployment inference machine-learning natural-language-processing server

Last synced: 14 May 2025

https://github.com/aiff22/DPED

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

computer-vision convolutional-neural-networks deep-learning dped gan generative-adversarial-networks image-enhancement image-processing

Last synced: 07 Apr 2025

https://github.com/graph4ai/graph4nlp

Graph4nlp is the library for the easy use of Graph Neural Networks for NLP. Welcome to visit our DLG4NLP website (https://dlg4nlp.github.io/index.html) for various learning resources!

deep-learning graph-neural-networks machine-learning natural-language-processing nlp pytorch

Last synced: 15 May 2025

https://github.com/vahidk/effectivepytorch

PyTorch tutorials and best practices.

deep-learning ebook machine-learning neural-network pytorch

Last synced: 14 May 2025

https://github.com/visual-layer/fastdup

fastdup is a powerful, free tool designed to rapidly generate valuable insights from image and video datasets. It helps enhance the quality of both images and labels, while significantly reducing data operation costs, all with unmatched scalability.

data-augmentation data-curation dataset deep-learning image image-analysis image-classfication image-classification image-duplicate-detection image-processing image-similarity machine-learning novelty-detection object-detection outlier-detection python visual-search visualization visualization-tools

Last synced: 14 May 2025

https://github.com/gmvandeven/continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

artificial-neural-networks class-incremental-learning continual-learning deep-learning distillation domain-incremental-learning elastic-weight-consolidation generative-models gradient-episodic-memory icarl incremental-learning lifelong-learning replay replay-through-feedback task-incremental-learning variational-autoencoder

Last synced: 14 May 2025

https://github.com/lihanghang/NLP-Knowledge-Graph

自然语言处理、知识图谱、对话系统三大技术研究与应用。

bert deep-learning ernie event-driven kbqa knowledge-graph machine-learning ner nlp transformers

Last synced: 27 Mar 2025

https://github.com/sherlockchou86/videopipe

A cross-platform video structuring (video analysis) framework. If you find it helpful, please give it a star: ) 跨平台的视频结构化（视频分析）框架，觉得有帮助的请给个星星 : )

ai behaviour-analysis cv deep-learning deepstream face-recognition feature-extraction gstreamer image-classification image-enhancement image-segmentation license-plate-recognition object-detection opencv reid similarity-search video-analysis video-processing

Last synced: 14 May 2025

https://github.com/mbadry1/top-deep-learning

Top 200 deep learning Github repositories sorted by the number of stars.

artificial-intelligence artificial-neural-networks convolutional-neural-networks deep-learning deep-neural-networks deep-reinforcement-learning machine-learning recurrent-neural-networks stargazers-count top-repositories

Last synced: 08 Apr 2025

https://github.com/vahidk/EffectivePyTorch

PyTorch tutorials and best practices.

deep-learning ebook machine-learning neural-network pytorch

Last synced: 17 Mar 2025

https://github.com/mbadry1/Top-Deep-Learning

Top 200 deep learning Github repositories sorted by the number of stars.

artificial-intelligence artificial-neural-networks convolutional-neural-networks deep-learning deep-neural-networks deep-reinforcement-learning machine-learning recurrent-neural-networks stargazers-count top-repositories

Last synced: 14 Mar 2025

https://github.com/elixir-nx/axon

Nx-powered Neural Networks

deep-learning elixir neural-networks nx optimizers

Last synced: 12 Mar 2026

https://github.com/yoongikim/autocrawler

Google, Naver multiprocess image web crawler (Selenium)

bigdata chromedriver crawler customizable deep-learning google image-crawler multiprocess python selenium thread

Last synced: 06 Oct 2025

https://github.com/YoongiKim/AutoCrawler

Google, Naver multiprocess image web crawler (Selenium)

bigdata chromedriver crawler customizable deep-learning google image-crawler multiprocess python selenium thread

Last synced: 19 Apr 2025

https://github.com/lucidrains/lightweight-gan

Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two

artificial-intelligence deep-learning generative-adversarial-network

Last synced: 13 May 2025

https://github.com/basicmi/ai-chip

A list of ICs and IPs for AI, Machine Learning and Deep Learning.

ai-chips chip deep-learning machine-learning processor

Last synced: 15 May 2025

https://github.com/tsurumeso/vocal-remover

Vocal Remover using Deep Neural Networks

audio deep-learning pytorch segmentation spectrogram vocal-separation

Last synced: 15 May 2025

https://github.com/dmlc/nnvm

computation-graph cuda deep-learning deployment metal nnvm opencl optimization rocm tvm

Last synced: 04 May 2025

https://github.com/basicmi/AI-Chip

A list of ICs and IPs for AI, Machine Learning and Deep Learning.

ai-chips chip deep-learning machine-learning processor

Last synced: 30 Mar 2025

https://github.com/lihanghang/nlp-knowledge-graph

自然语言处理、知识图谱、对话系统三大技术研究与应用。

bert deep-learning ernie event-driven kbqa knowledge-graph machine-learning ner nlp transformers

Last synced: 27 Jan 2026

https://github.com/amir-abdi/keras_to_tensorflow

General code to convert a trained keras model into an inference tensorflow model

deep-learning keras machine-learning python tensorflow

Last synced: 06 Oct 2025

https://github.com/OpenPPL/ppq

PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.

caffe cuda deep-learning neural-network onnx open-source pytorch quantization

Last synced: 20 Mar 2025

https://github.com/ELS-RD/transformer-deploy

Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀

deep-learning deployment inference machine-learning natural-language-processing server

Last synced: 03 Apr 2025

https://github.com/Peldom/papers_for_protein_design_using_DL

List of papers about Proteins Design using Deep Learning

deep-learning protein-design

Last synced: 01 May 2025

https://github.com/LazyAGI/LazyLLM

Easiest and laziest way for building multi-agent LLMs applications.

agents ai-agent data deep-learning documentation-tool finetuning framework knowlege-graph langchain lazyllm llamaindex llm llms rag

Last synced: 06 May 2025

https://github.com/climbsrocks/auto_ml

[UNMAINTAINED] Automated machine learning for analytics & production

analytics artificial-intelligence automated-machine-learning automl data-science deep-learning deeplearning feature-engineering gradient-boosting hyperparameter-optimization keras lightgbm machine-learning machine-learning-library machine-learning-pipelines production-ready python scikit-learn tensorflow xgboost

Last synced: 14 May 2025

https://github.com/raminmh/liquid_time_constant_networks

Code Repository for Liquid Time-Constant Networks (LTCs)

deep-learning liquid-neural-networks recurrent-neural-networks sequence-modeling state-space-models time-series

Last synced: 15 May 2025

https://github.com/ClimbsRocks/auto_ml

[UNMAINTAINED] Automated machine learning for analytics & production

analytics artificial-intelligence automated-machine-learning automl data-science deep-learning deeplearning feature-engineering gradient-boosting hyperparameter-optimization keras lightgbm machine-learning machine-learning-library machine-learning-pipelines production-ready python scikit-learn tensorflow xgboost

Last synced: 07 Apr 2025

https://github.com/deepmodeling/deepmd-kit

A deep learning package for many-body potential energy representation and molecular dynamics

ase c computational-chemistry cpp cuda deep-learning deepmd ipi jax lammps materials-science molecular-dynamics nodejs paddle potential-energy python pytorch rocm tensorflow

Last synced: 13 May 2025

https://guang000.github.io/Awesome-Dataset-Distillation/

A curated list of awesome papers on dataset distillation and related applications.

awesome-list deep-learning

Last synced: 11 May 2025

https://github.com/autonomio/talos

Hyperparameter Experiments with TensorFlow and Keras

artificial-intelligence deep-learning hyperparameter-optimization keras keras-tensorflow tensorflow

Last synced: 18 Feb 2026

https://github.com/graykode/distribution-is-all-you-need

The basic distribution probability Tutorial for Deep Learning Researchers

deep-learning distribution gaussian mathmatics probability

Last synced: 16 May 2025

https://github.com/msgi/nlp-journey

Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc.

deep-learning paper

Last synced: 25 Jan 2026