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optuna

A hyperparameter optimization framework

pass-reid

[ECCV2022] PASS: Part-Aware Self-Supervised Pre-Training for Person Re-Identification

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

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-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

pytorch_geometric

Graph Neural Network Library for PyTorch

rag-powered-chatbot-with-llm

Development of RAG powered LLM chatbot for Question answering related to NUST school of interdisciplinary engineering & sciences (SINES)

recognition-and-gradient-based-localization-of-chest-radiographs

Disease diagnoses in chest radiographs with different neural network architectures, and models activations localization using grad-cam. The whole implementation is in Pytorch.

research-contributions

Implementations of recent research prototypes/demonstrations using MONAI.

robotics-toolbox-python

Robotics Toolbox for Python

rrt

Python implementation of RRT path planning algorithm

saferail-ai

Implementation of image fusion, distance estimation, and object detection algorithms for Saferail in Pakistan.

sahi

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

self-rag

This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.

sentence-classification

Implementation of classification of grammatically correct sentences and wrong sentences, and integration of MLOps tools.

sentiment-analysis-and-text-generation

This repository contains implementation to sentiment analysis and text generation on sarcasm dataset and generating poetry like text.

shglnn

Hypergraph implementation of proteins data

spoon-knife-updated

This repo is for demonstration purposes only. I want to add some changes to the repository.

strongsort-yolo

Real-time multi-camera multi-object tracker using (YOLOv5, YOLOv7) and StrongSORT with OSNet

super-gradients

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

tardal

CVPR 2022 | Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection.

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-1-public

tensors-gradienttape-and-custom-training

Basic of tensors, Gradient Tape, and custom training with TensorFlow.

tfodapp

tfodcourse

tqdm

:zap: A Fast, Extensible Progress Bar for Python and CLI