Bozcomlekci

coding-interview-university

A complete computer science study plan to become a software engineer.

Python

All Algorithms implemented in Python

annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

PlotNeuralNet

Latex code for making neural networks diagrams

onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Open3D

Open3D: A Modern Library for 3D Data Processing

YOLOX

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.

x-transformers

A simple but complete full-attention transformer with a set of promising experimental features from various papers

PyTorch-StudioGAN

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

lightseq

LightSeq: A High Performance Library for Sequence Processing and Generation

TensorRT

PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

pytorch-GAT

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

DIG

A library for graph deep learning research

jraph

A Graph Neural Network Library in Jax

ROMP

Monocular, One-stage, Regression of Multiple 3D People and their 3D positions & trajectories in camera & global coordinates. ROMP[ICCV21], BEV[CVPR22], TRACE[CVPR2023]

gansformer

Generative Adversarial Transformers

MeshTransformer

Research code for CVPR 2021 paper "End-to-End Human Pose and Mesh Reconstruction with Transformers"

Algorithm-Program

A collection of editorials and tutorials about Algorithms and Data Structures

freihand

A dataset for estimation of hand pose and shape from single color images.

eft

visualization code for 3D human body annotation by EFT (Exemplar Fine-tuning)

hmr2.0

End-to-end Recovery of Human Shape and Pose with tensorflow 2.0

Applied-AI-Study-Group

This is the repository for the content of inzva Applied AI Study Group.

paper-notes

My machine learning paper notes

Chladni-Plates-Simulation-