Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

https://github.com/Harry24k/adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks [torchattacks].

adversarial-attacks deep-learning pytorch

Last synced: 03 Jul 2024

https://github.com/Ye-D/PPML-Resource

Materials about Privacy-Preserving Machine Learning

deep-learning machine-learning mpc privacy secure-computation

Last synced: 03 Jul 2024

https://github.com/arian-askari/ChatGPT-RetrievalQA

A dataset for training/evaluating Question Answering Retrieval models on ChatGPT responses with the possibility to training/evaluating on real human responses.

ai chatgpt chatgpt-information-retrieval chatgpt-ir data-augmentation dataset deep-learning gpt-3 gpt2 gpt3 information-retrieval information-retrieval-chatgpt ir ir-chatgpt machine-learning nlp openai python sequence-to-sequence text-retrieval

Last synced: 03 Jul 2024

https://github.com/elinx/ugrad

A C++ implementation of the scalar-valued autograd engine micrograd

autodiff autograd deep-learning machine-learning-systems micrograd tinygrad

Last synced: 03 Jul 2024

https://github.com/nashory/gans-collection.torch

Torch implementation of various types of GAN (e.g. DCGAN, ALI, Context-encoder, DiscoGAN, CycleGAN, EBGAN, LSGAN)

adversarial ali context-encoder dcgan deep-learning gans generative-adversarial-network torch

Last synced: 03 Jul 2024

https://github.com/azad-academy/personalized-diffusion

A Tutorial on Customized Image Generation by Fine-Tuning the Stable Diffusion Models

computer-vision deep-learning diffusion-models machine-learning

Last synced: 03 Jul 2024

https://github.com/lucidrains/deep-daze

Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network). Technique was originally created by https://twitter.com/advadnoun

artificial-intelligence deep-learning implicit-neural-representation multi-modality siren text-to-image transformers

Last synced: 03 Jul 2024

https://github.com/CommissarMa/Crowd_counting_from_scratch

This is an overview and tutorial about crowd counting. In this repository, you can learn how to estimate number of pedestrians in crowd scenes through computer vision and deep learning.

computer-vision crowd-counting deep-learning

Last synced: 03 Jul 2024

https://github.com/gjy3035/C-3-Framework

An open-source PyTorch code for crowd counting

computer-vision crowd-analysis crowd-counting deep-learning

Last synced: 03 Jul 2024

https://github.com/hariharan-devarajan/vanidl

VaniDL is an tool for analyzing I/O patterns and behavior with Deep Learning Applications.

ai analysis data deep-learning deep-neural-networks machine-learning profile storage tensorflow2

Last synced: 03 Jul 2024

https://github.com/mnicnc404/CartoonGan-tensorflow

Generate your own cartoon-style images with CartoonGAN (CVPR 2018), powered by TensorFlow 2.0 Alpha.

deep-learning gan generative-adversarial-network generative-art keras tensorboard tensorflow tensorflow2 tf-keras

Last synced: 03 Jul 2024

https://github.com/jik876/hifi-gan

HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis

deep-learning gan hifi-gan pytorch speech-synthesis text-to-speech tts vocoder

Last synced: 03 Jul 2024

https://github.com/Urinx/alphafold_pytorch

An implementation of the DeepMind's AlphaFold based on PyTorch for research

alphafold casp13 contact-prediction deep-learning protein-structure-prediction pytorch-implementation structure-prediction

Last synced: 03 Jul 2024

https://github.com/RainingComputers/pykitml

Machine Learning library written in Python and NumPy.

deep-learning machine-learning neural-network numpy python-library random-forest

Last synced: 03 Jul 2024

https://github.com/lucidrains/geometric-vector-perceptron

Implementation of Geometric Vector Perceptron, a simple circuit for 3d rotation equivariance for learning over large biomolecules, in Pytorch. Idea proposed and accepted at ICLR 2021

artficial-intelligence biomolecule deep-learning equivariance protein-structure

Last synced: 03 Jul 2024

https://github.com/lucidrains/lie-transformer-pytorch

Implementation of Lie Transformer, Equivariant Self-Attention, in Pytorch

artificial-intelligence attention-mechanism deep-learning equivariance se3 transformer

Last synced: 03 Jul 2024

https://github.com/lucidrains/egnn-pytorch

Implementation of E(n)-Equivariant Graph Neural Networks, in Pytorch

artificial-intelligence deep-learning equivariance graph-neural-network

Last synced: 03 Jul 2024

https://github.com/lucidrains/TimeSformer-pytorch

Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification

artificial-intelligence attention-mechanism deep-learning transformers video-classification

Last synced: 03 Jul 2024

https://github.com/kimmo1019/Roundtrip

Roundtrip: density estimation with deep generative neural networks

deep-generative-model deep-learning density-estimation gan likelihood-free-inference

Last synced: 03 Jul 2024

https://github.com/facebookresearch/NeuralCompression

A collection of tools for neural compression enthusiasts.

compression deep-learning jax machine-learning neural-compression python pytorch

Last synced: 03 Jul 2024

https://github.com/poets-ai/elegy

A High Level API for Deep Learning in JAX

deep-learning jax

Last synced: 03 Jul 2024

https://github.com/GilesStrong/lumin

LUMIN - a deep learning and data science ecosystem for high-energy physics.

deep-learning hep machine-learning physics pytorch science statistics

Last synced: 03 Jul 2024

https://github.com/cgarciae/treex

A Pytree Module system for Deep Learning in JAX

deep-learning jax

Last synced: 03 Jul 2024

https://github.com/dmlc/dlpack

common in-memory tensor structure

deep-learning operator tensor

Last synced: 03 Jul 2024

https://github.com/microsoft/Graphormer

Graphormer is a general-purpose deep learning backbone for molecular modeling.

ai4science deep-learning graph molecule-simulation transformer

Last synced: 03 Jul 2024

https://github.com/Chris-hughes10/pytorch-accelerated

A lightweight library designed to accelerate the process of training PyTorch models by providing a minimal, but extensible training loop which is flexible enough to handle the majority of use cases, and capable of utilizing different hardware options with no code changes required. Docs: https://pytorch-accelerated.readthedocs.io/en/latest/

deep-learning huggingface-accelerate huggingface-examples pytorch pytorch-tutorial timm-examples training

Last synced: 03 Jul 2024

https://github.com/aidos-lab/pytorch-topological

A topological machine learning framework based on PyTorch

deep-learning pytorch topological-data-analysis topological-machine-learning

Last synced: 03 Jul 2024

https://github.com/milesial/Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

convolutional-networks convolutional-neural-networks deep-learning kaggle pytorch pytorch-unet semantic-segmentation tensorboard unet wandb weights-and-biases

Last synced: 03 Jul 2024

https://github.com/julvo/reloading

Change Python code while it's running without losing state

deep-learning hot-reload hot-reloading interactive keras machine-learning python pytorch utility

Last synced: 03 Jul 2024

https://github.com/mshakerinava/Equivariant-Networks-for-Pixelized-Spheres

Authors' implementation of the paper "Equivariant Networks for Pixelized Spheres" published at ICML 2021.

deep-learning equivariance icml2021 representation-learning

Last synced: 03 Jul 2024

https://github.com/Div99/XQL

Extreme Q-Learning: Max Entropy RL without Entropy

deep-learning energy-based-model gumbel-distribution offline-rl reinforcement-learning

Last synced: 03 Jul 2024

https://github.com/amosgropp/IGR

Implicit Geometric Regularization for Learning Shapes

3d-reconstruction computer-vision deep-learning

Last synced: 03 Jul 2024

https://github.com/youyuge34/Anime-InPainting

An application tool of edge-connect, which can do anime inpainting and drawing. 动漫人物图片自动修复,去马赛克,填补,去瑕疵

anime computer-vision cv deep-learning gan generative-adversarial-network inpainting mosaic neural-network opencv python pytorch

Last synced: 02 Jul 2024

https://github.com/hamelsmu/ktext

Utilities for preprocessing text for deep learning with Keras

deep-learning keras machine-learning ml-infrastructure nlp-machine-learning python-3

Last synced: 02 Jul 2024

https://github.com/hamelsmu/Seq2Seq_Tutorial

Code For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"

data-science deep-learning deeplearning keras keras-tutorials machine-learning medium-article nlp-machine-learning rnn-encoder-decoder seq2seq-tutorial sequence-to-sequence

Last synced: 02 Jul 2024

https://github.com/kaiwaehner/kafka-streams-machine-learning-examples

This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, Keras, DeepLearning4 and other technologies.

deep-learning deeplearning4j dl4j h2o h2oai java kafka kafka-client kafka-streams keras keras-tensorflow ksql machine-learning open-source python tensorflow

Last synced: 02 Jul 2024

https://github.com/apachecn/fastai-ml-dl-notes-zh

:book: [译] fast.ai 机器学习和深度学习中文笔记

deep-learning fastai lecture-notes machine-learning python pytorch

Last synced: 02 Jul 2024

https://github.com/audo-ai/magic-mic

Open Source Noise Cancellation App for Virtual Meetings

audio deep-learning machine-learning microphone noise-cancellation noise-reduction

Last synced: 02 Jul 2024

https://github.com/afiaka87/clip-guided-diffusion

A CLI tool/python module for generating images from text using guided diffusion and CLIP from OpenAI.

artificial-intelligence deep-learning diffusion image-generation multimodal multimodality openai openai-clip text-to-image text-to-image-synthesis

Last synced: 02 Jul 2024

https://github.com/shankarj67/Water-classifier-fastai

Deploy your Flask web app classifier on Heroku which is written using fastai library.

classifier deep-learning fastai flask flask-api flask-web python3 pytorch resnet

Last synced: 02 Jul 2024

https://github.com/attractivechaos/kann

A lightweight C library for artificial neural networks

deep-learning neural-network

Last synced: 02 Jul 2024

https://github.com/neonwatty/machine_learning_refined

Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).

artificial-intelligence autograd collab data-science deep-learning jax jupyter-notebook lecture-notes machine-learning machine-learning-algorithms mathematical-optimization neural-network numpy python slides

Last synced: 02 Jul 2024

https://github.com/FluxML/FastAI.jl

Repository of best practices for deep learning in Julia, inspired by fastai

deep-learning fastai julia

Last synced: 02 Jul 2024

https://github.com/timeseriesAI/tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

classification cnn deep-learning fastai forecasting inceptiontime machine-learning python pytorch regression rnn rocket self-supervised sequential state-of-the-art time-series time-series-analysis time-series-classification timeseries transformer

Last synced: 02 Jul 2024

https://github.com/fastaudio/fastaudio

🔊 Audio and fastai v2

audio deep-learning fastai gpu python pytorch

Last synced: 02 Jul 2024

https://github.com/airctic/icevision

An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

ai annotation-parsers coco-dataset coco-parser computer-vision deep-learning effecientdet fastai faster-rcnn mask-rcnn object-detection pycocotools python pytorch pytorch-lightning tutorials voc-dataset voc-parser

Last synced: 02 Jul 2024

https://github.com/PaddleJitLab/CUDATutorial

A self-learning tutorail for CUDA High Performance Programing.

cuda-programming deep-learning

Last synced: 02 Jul 2024

https://github.com/Emotional-Text-to-Speech/dl-for-emo-tts

:computer: :robot: A summary on our attempts at using Deep Learning approaches for Emotional Text to Speech :speaker:

affective-computing dc-tts deep-learning emotional-tts lj-speech ravdess speech-synthesis tacotron tacotron-models tts

Last synced: 02 Jul 2024

https://github.com/zssloth/Embedded-Neural-Network

collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning

asic compression deep-learning fpga neural-network

Last synced: 02 Jul 2024

https://github.com/philipperemy/keras-attention

Keras Attention Layer (Luong and Bahdanau scores).

attention-mechanism attention-model deep-learning keras keras-neural-networks

Last synced: 02 Jul 2024

https://github.com/pavitrakumar78/Anime-Face-GAN-Keras

A DCGAN to generate anime faces using custom mined dataset

anime cnn deep-learning face gan generative-adversarial-network keras python

Last synced: 02 Jul 2024

https://github.com/tqchen/tinyflow

Tutorial code on how to build your own Deep Learning System in 2k Lines

computational-graphs deep-learning nnvm

Last synced: 02 Jul 2024

https://github.com/ArunMichaelDsouza/tensorflow-image-detection

A generic image detection program that uses Google's Machine Learning library, Tensorflow and a pre-trained Deep Learning Convolutional Neural Network model called Inception.

convolutional-neural-networks deep-learning deep-neural-networks image-detection machine-learning tensorflow

Last synced: 02 Jul 2024

https://github.com/allenai/allennlp

An open-source NLP research library, built on PyTorch.

data-science deep-learning natural-language-processing nlp python pytorch

Last synced: 02 Jul 2024

https://github.com/haoopeng/CNN-yelp-challenge-2016-sentiment-classification

IPython Notebook for training a word-level Convolutional Neural Network model for sentiment classification task on Yelp-Challenge-2016 review dataset.

artificial-intelligence cnn-model deep-learning sentiment-classification

Last synced: 02 Jul 2024

https://github.com/locuslab/qpth

A fast and differentiable QP solver for PyTorch.

deep-learning machine-learning optimization pytorch quadratic-programming

Last synced: 02 Jul 2024

https://github.com/1adrianb/face-alignment

:fire: 2D and 3D Face alignment library build using pytorch

deep-learning face-alignment face-detection face-detector python pytorch

Last synced: 02 Jul 2024

https://github.com/vzhong/embeddings

Fast, DB Backed pretrained word embeddings for natural language processing.

deep-learning neural-network nlp

Last synced: 02 Jul 2024

https://github.com/MingSun-Tse/Efficient-Deep-Learning

Collection of recent methods on (deep) neural network compression and acceleration.

deep-learning deep-neural-networks efficient-deep-learning knowledge-distillation model-compression network-pruning

Last synced: 02 Jul 2024

https://github.com/AILab-CVC/UniRepLKNet

[CVPR'24] UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition

architecture artificial-intelligence convolutional-neural-networks deep-learning multimodal-learning

Last synced: 02 Jul 2024

https://github.com/hubertsiuzdak/snac

Multi-Scale Neural Audio Codec (SNAC) compresses audio into discrete codes at a low bitrate

audio audio-codec deep-learning

Last synced: 02 Jul 2024

https://github.com/nestordemeure/AdaHessianJax

Jax implementation of the AdaHessian optimizer

adahessian deep-learning flax hessian jax optimizer

Last synced: 02 Jul 2024

https://github.com/nianticlabs/diffusionerf

[CVPR 2023] DiffusioNeRF: Regularizing Neural Radiance Fields with Denoising Diffusion Models

deep-learning diffusion diffusion-models nerf neuralradiance-fields radiance-field reconstruction regularization

Last synced: 02 Jul 2024

https://github.com/anitan0925/ResFGB

Functional gradient boosting based on residual network perception

boosting classification deep-learning functional-gradient-boosting

Last synced: 01 Jul 2024

https://github.com/Fyusion/LLFF

Code release for Local Light Field Fusion at SIGGRAPH 2019

deep-learning light-field rendering view-synthesis

Last synced: 01 Jul 2024

https://github.com/somewacko/deconvfaces

Generating faces with deconvolution networks

animation deep-learning keras

Last synced: 01 Jul 2024

https://github.com/YingtongDou/CARE-GNN

Code for CIKM 2020 paper Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters

datamining deep-learning fraud-detection fraud-prevention graphneuralnetwork machine-learning reinforcement-learning security

Last synced: 01 Jul 2024

https://github.com/HonglinChu/SiamTrackers

(2020-2022)The PyTorch version of SiamFC,SiamRPN,DaSiamRPN, UpdateNet , SiamDW, SiamRPN++, SiamMask, SiamFC++, SiamCAR, SiamBAN, Ocean, LightTrack , TrTr, NanoTrack; Visual object tracking based on deep learning

deep-learning tracking visual-tracking

Last synced: 01 Jul 2024

https://github.com/dsgissin/DiscriminativeActiveLearning

Code and website for DAL (Discriminative Active Learning) - a new active learning algorithm for neural networks in the batch setting. For the blog:

active-learning adversarial-active-learning bayesian-active-learning core-set deep-learning egl machine-learning uncertainty-sampling

Last synced: 01 Jul 2024

https://github.com/PKU-DAIR/Hetu

A high-performance distributed deep learning system targeting large-scale and automated distributed training.

artificial-intelligence autograd data-science deep-learning deep-neural-networks distributed-systems distributed-training embeddings gpu high-dimensional machine-learning python state-of-the-art

Last synced: 01 Jul 2024

https://github.com/ArashJavan/DeepLIO

Deep Lidar Inertial Odometry

deep-learning imu imu-sensor lidar-point-cloud odometry

Last synced: 01 Jul 2024

https://github.com/xushenlz/parksim

Vehicle simualtion and behavior prediction in parking lots.

deep-learning motion-prediction pytorch simulation

Last synced: 01 Jul 2024

https://github.com/NVlabs/FB-BEV

Official PyTorch implementation of FB-BEV & FB-OCC - Forward-backward view transformation for vision-centric autonomous driving perception

3d-object-detection 3d-occupancy-prediction 3d-perception autonomous-driving bev-perception deep-learning nuscenes scene-understanding

Last synced: 01 Jul 2024

https://github.com/NVlabs/FasterViT

[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

ade20k backbone coco deep-learning foundation-models image-classification image-net object-detection pre-trained-model self-attention semantic-segmentation vision-transformer visual-recognition

Last synced: 01 Jul 2024

https://github.com/Yarroudh/segment-lidar

Python package for segmenting LiDAR data using Segment-Anything Model (SAM) from Meta AI.

artificial-intelligence deep-learning lidar machine-learning python segmentation

Last synced: 01 Jul 2024

https://github.com/MarsTechHAN/keras2ncnn

A keras h5df to ncnn model converter

deep-learning keras model-converter ncnn python python3 tensorflow

Last synced: 01 Jul 2024

https://github.com/aydnzn/Enhancing-LiDAR-based-3D-Object-Detection

This repository contains a Master's Thesis on enhancing LiDAR-based 3D Object Detection in autonomous vehicles using synthetic data. The research explores the use of the Ansys AVxcelerate Sensors Simulator (AVX) to create synthetic point clouds. It includes a hybrid training approach, experimental design, results, and related scripts.

3d-object-detection autonomous-driving carmaker deep-learning kitti-dataset lidar-point-cloud pointpillars synthetic-data

Last synced: 01 Jul 2024