learncv Goto Github PK

adaptdl

Resource-adaptive cluster scheduler for deep learning training.

aihwkit

IBM Analog Hardware Acceleration Kit

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

antialiased-cnns

pip install antialiased-cnns to improve stability and accuracy

applegpu

Apple G13 GPU architecture docs and tools

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

awesome-optical-flow-algorithm

A curated list of resources dedicated to optical flow algorithms. Feel free to make PRs to contribute.

basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

ccv

C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

ck

Collective Knowledge framework (CK) helps to organize any software project as a database of reusable components with common automation actions and extensible meta descriptions based on FAIR principles (findability, accessibility, interoperability, and reusability). See real-world use cases from Arm, General Motors, IBM, RPi, ACM, and MLPerf:

compilergym

A reinforcement learning toolkit for compiler optimizations

crowdflow

Optical Flow Dataset and Benchmark for Visual Crowd Analysis

cs344

Introduction to Parallel Programming class code

cutlass_fpa_intb_gemm

deep-learning-math-kernel-research

deepperf

DeepPerf is an end-to-end deep learning based solution that can train a software performance prediction model from a limited number of samples and predict the performance value of a new configuration.

deeppool

defocus-deblurring-dual-pixel

Reference github repository for the paper "Defocus Deblurring Using Dual-Pixel Data". We introduce a deep neural network (DNN) architecture that uses the dual-pixel (DP) sub-aperture views to reduce defocus blur.

deviceplane

Securely access remote devices and servers

dissect

Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural Network"

dlaicourse

Notebooks for learning deep learning

drl

Repository for codes of 'Deep Reinforcement Learning'

edgeml

This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.

efficient-deep-learning-for-point-clouds

elasticfusion

Real-time dense visual SLAM system

eventgrad

Event-Triggered Communication in Parallel Machine Learning

face_recognition

fastglobalregistration

Fast Global Registration

fcl

Flexible Collision Library