所有小初高、大学PDF教材。

Machine Learning algorithm implementations from scratch.

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…

A high-throughput and memory-efficient inference and serving engine for LLMs

[CVPR 2023 Best Paper] Planning-oriented Autonomous Driving

Code for DragGAN (SIGGRAPH 2023)

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Code to accompany "A Method for Animating Children's Drawings of the Human Figure"

COLMAP - Structure-from-Motion and Multi-View Stereo

Unofficial Implementation of Consistency Models in pytorch

LAVIS - A One-stop Library for Language-Vision Intelligence

Software to train climate reconstruction technology (image inpaiting with partial convolutions) with numerical model output to re-fill missing values in observational datasets like HadCRUT4

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials,…

some resources on my path in deep learning and medical image analysis

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Paper implementations from scratch and machine learning tutorials

PyTorch ,ONNX and TensorRT implementation of YOLOv4

Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans

Awesome GAN for Medical Imaging

System Design Interview Preparation

RM/ASR Open Science Virtual Workshop 2022

Transformation to Open Science

Learn OpenCV : C++ and Python Examples

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

A PyTorch Library for Accelerating 3D Deep Learning Research

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1