ovcharenkoo

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

ithaca

Restoring and attributing ancient texts using deep neural networks

uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

PapersReimplementations

Personal short implementations of Machine Learning papers

einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

self-attention-cv

Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.

MLgeoscience

Teaching material for ML in Geoscience course

annotated_latex_equations

Examples of how to create colorful, annotated equations in Latex using Tikz.

celluloid

:movie_camera: Matplotlib animations made easy

GFPGAN

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

attention-is-all-you-need-paper

Original transformer paper: Implementation of Vaswani, Ashish, et al. "Attention is all you need." Advances in neural information processing systems. 2017.

agdeblend

Seismic data blending and deblending

conference_call_for_paper

2021-2022 International Conferences in Artificial Intelligence, Machine Learning, Computer Vision, Data Mining, Natural Language Processing and Robotics

manim

Animation engine for explanatory math videos

MarsMTInversion

fteikpy

Accurate Eikonal solver for Python

HTracker

A Joint Inversion-Segmentation approach to Assisted Seismic Interpretation

FWIGAN

FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning

invertible-deep-prior

invertible-deep-prior

pika

Pure Python RabbitMQ/AMQP 0-9-1 client library

python-microservices

Seismology

Teaching material for ErSE 210 Seismology course

Zappa

Serverless Python

boom

A replacement for AB (Apache Bench)

cuda-tiled-2D-convolution

Optimized Parallel Tiled Approach to perform 2D Convolution by taking advantage of the lower latency, higher bandwidth shared memory as well as global constant memory cached aggresively within GPU thread blocks.

cuda-training-series

Training materials associated with NVIDIA's CUDA Training Series (www.olcf.ornl.gov/cuda-training-series/)

cuda-samples

Samples for CUDA Developers which demonstrates features in CUDA Toolkit

energy-sdk

GPU Accelerated Building Blocks integrating HPC+AI for Energy Customers

professional-cuda-c-programming

wrox-pro-cuda-c

Sample code from the book "Professional CUDA C Programming"