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100days

100 days of algorithms

2020_notes

A collection of notes regarding various topics. (Bash, PyTorch, Spark, etc.)

3dpeople-dataset

Visualize 3DPeople Dataset

a-pytorch-tutorial-to-object-detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

ab_testing

Implementing A/B Tests in Python

academic_advisory

Collected opinions and advice for academic programs focused on data science skills.

accel-brain-code

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) that I have written in my website. Especially, Natural Language Processing, Statistical Machine Learning, and Deep Reinforcement Learning are main topics.

accessing-and-modifying-different-layers-of-a-pretrained-model-in-pytorch

adabound

An optimizer that trains as fast as Adam and as good as SGD.

adamp

Slowing Down the Weight Norm Increase in Momentum-based Optimizers

adamw_keras

AdamW optimizer for Keras

ado-ml-batch-train

advbox

Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.

aesthetics

Image Aesthetics Toolkit - includes Fisher Vector implementation, AVA (Image Aesthetic Visual Analysis) dataset and fast multi-threaded downloader

agglomerative_clustering

aiohttp-tutorial

Aiohttp Mega tutorial. We making full featured async python project with Aiohttp framework. Each release is new video on Youtube channel. Post your issues for new requests

angular-penalty-softmax-losses-pytorch

Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

apollocaffe

Apollocaffe - Dynamic networks with caffe -

approx_norm_fv

Approximately normalized Fisher vectors

argus-freesound

Kaggle | 1st place solution for Freesound Audio Tagging 2019

argus-quick-draw

Kaggle | 50th place solution for Quick, Draw! Doodle Recognition Challenge

argus-tgs-salt

Kaggle | 14th place solution for TGS Salt Identification Challenge

askalono

A tool & library to detect open source licenses from texts

assembled-cnn

Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"

aten

ATen: A TENsor library for C++11

attention-is-all-you-need-pytorch

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

attention-ocr

A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.

aum