johnolafenwa

John Olafenwa's starred repositories

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, ... 🧠

Language:PythonMIT52555 439 130

DeepSpeed

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

Language:PythonApache-2.034163 340 2674

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

Language:PythonApache-2.027666 246 6995

llvm-project

The LLVM Project is a collection of modular and reusable compiler and toolchain technologies.

Language:LLVMNOASSERTION27311 588 73326

llm.c

LLM training in simple, raw C/CUDA

Language:CudaMIT22492 219 126

detr

End-to-End Object Detection with Transformers

Language:PythonApache-2.013215 149 526

3D-Machine-Learning

A resource repository for 3D machine learning

9577 604 30

tensorrtx

Implementation of popular deep learning networks with TensorRT network definition API

Language:C++MIT6799 104 1290

pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

Language:PythonNOASSERTION4684 136 304

pytorch-YOLOv4

PyTorch ,ONNX and TensorRT implementation of YOLOv4

Language:PythonApache-2.04462 52 505

imaginaire

NVIDIA's Deep Imagination Team's PyTorch Library

Language:PythonNOASSERTION3977 109 171

UGATIT-pytorch

Official PyTorch implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation

Language:PythonMIT2508 63 71

DirectML

DirectML is a high-performance, hardware-accelerated DirectX 12 library for machine learning. DirectML provides GPU acceleration for common machine learning tasks across a broad range of supported hardware and drivers, including all DirectX 12-capable GPUs from vendors such as AMD, Intel, NVIDIA, and Qualcomm.

Language:PythonMIT2134 66 364