Asif Nawaz's repositories
ABigSurvey
A collection of 700+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML)
awesome-deepfakes-materials
A curated list of awesome Deepfakes materials
Awesome-Face-Forgery-Generation-and-Detection
A curated list of articles and codes related to face forgery generation and detection.
awesome-transformers-in-medical-imaging
A collection of resources on applications of Transformers in Medical Imaging.
Datasets
Machine learning datasets used in tutorials on MachineLearningMastery.com
Deepfake-Detection
The Pytorch implemention of Deepfake Detection based on Faceforensics++
dlwpt-code
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
deeplake
Data Lake for Deep Learning. Multi-modal Vector Database for LLMs/LangChain. Store, query, version, & visualize datasets. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai
detect-gpt
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature
dfdc_deepfake_challenge
A prize winning solution for DFDC challenge
fastbook
The fastai book, published as Jupyter Notebooks
inltk
Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need
MedMNIST
18 MNIST-like Datasets for 2D and 3D Biomedical Image Classification: try "pip install medmnist"!
ml-surveys
đź“‹ Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
mmdetection
OpenMMLab Detection Toolbox and Benchmark
nlp-in-python-tutorial
comparing stand up comedians using natural language processing
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
paperswithcode-client
API Client for paperswithcode.com
python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
PyTorch-StudioGAN
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
stable-diffusion-webui
Stable Diffusion web UI
Transformer_for_medical_image_analysis
A collection of papers about Transformer in the field of medical image analysis.
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch