Fatih Cakir's starred repositories
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
awesome-computer-vision
A curated list of awesome computer vision resources
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
awesome-rl
Reinforcement learning resources curated
faster-rcnn.pytorch
A faster pytorch implementation of faster r-cnn
awesome-machine-learning-on-source-code
Cool links & research papers related to Machine Learning applied to source code (MLonCode)
datashader
Quickly and accurately render even the largest data.
deep-learning-book
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
metric-learn
Metric learning algorithms in Python
wide-residual-networks
3.8% and 18.3% on CIFAR-10 and CIFAR-100
fpn.pytorch
Pytorch implementation of Feature Pyramid Network (FPN) for Object Detection
lemniscate.pytorch
Unsupervised Feature Learning via Non-parametric Instance Discrimination
NAS-Bench-201
NAS-Bench-201 API and Instruction
img_classification_pk_pytorch
Quickly comparing your image classification models with the state-of-the-art models (such as DenseNet, ResNet, ...)
fuzzymatcher
Record linking package that fuzzy matches two Python pandas dataframes using sqlite3 fts4
vqa-counting
[ICLR 2018] Learning to Count Objects in Natural Images for Visual Question Answering
noisy_labels
TRAINING DEEP NEURAL-NETWORKS USING A NOISE ADAPTATION LAYER
FastAP-metric-learning
Code for CVPR 2019 paper "Deep Metric Learning to Rank"
address-matching
Python script for matching a list of messy addresses against a gazetteer using dedupe.
generating-neural-networks-with-neural-networks
Code that goes along with paper http://arxiv.org/abs/1801.01952
deep-mihash
Code for papers "Hashing with Mutual Information" (TPAMI 2019) and "Hashing with Binary Matrix Pursuit" (ECCV 2018)