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awesome

😎 Awesome lists about all kinds of interesting topics

awesome-deep-learning-papers

The most cited deep learning papers

basicnas_reinforce

Basic PyTorch Implementation of 'Neural Architecture Search with Reinforcement Learning' (https://arxiv.org/abs/1611.01578)

build_deep_learning_framework

a simple implement for building deep learning framework

convnext-v2_experiments

Code release for ConvNeXt V2 model

from-python-to-numpy

An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017

image_augmentor

Data augmentation tool for images

imgaug

Image augmentation for machine learning experiments.

lasot_evaluation_toolkit

Evaluation of trackers on a large-scale benchmark LaSOT.

long-term-visual-tracking

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

minitorch

The full minitorch student suite.

nest

:bulb: A flexible tool for building and sharing deep learning modules.

object-detection-metrics

Most popular metrics used to evaluate object detection algorithms.

online-visual-tracking-sota

pydl

deep learning framework implemented by python

pyfunt

Pythonic Deep Learning Framework Inspired by Torch's Neural Network package

pytensor

A numpy deep learning framework

python-source-code-analysis

《Python源码剖析 深度探索动态语言核心技术》电子书, 配套资源, 配套代码

pytorch-examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

read-pytorch-source-code

pytorch源码阅读 0.2.0 版本

simpleflow

A simple TensorFlow-like graph computation framework in Python for learning purpose

synchronized-batchnorm-pytorch

Synchronized BatchNorm in PyTorch 1.0

tensorslow

Re-implementation of TensorFlow in pure python, with an emphasis on code understandability

thor

tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

tinynumpy

A lightweight, pure Python, numpy compliant ndarray class.

toolkit

Official Python toolkit for generic object tracking benchmark GOT-10k and beyond

trackdat

transfer.sh

Easy and fast file sharing from the command-line.