EvenOldridge's Stars
recommenders-team/recommenders
Best Practices on Recommendation Systems
davisking/dlib
A toolkit for making real world machine learning and data analysis applications in C++
benfred/py-spy
Sampling profiler for Python programs
ritchieng/the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
NVIDIA/FastPhotoStyle
Style transfer, deep learning, feature transform
pycaret/pycaret
An open-source, low-code machine learning library in Python
yzhao062/pyod
A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques
bytedance/byteps
A high performance and generic framework for distributed DNN training
Luolc/AdaBound
An optimizer that trains as fast as Adam and as good as SGD.
lmmentel/awesome-python-chemistry
A curated list of Python packages related to chemistry
NVIDIA-Merlin/Transformers4Rec
Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.
NVIDIA-Merlin/NVTabular
NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.
fidler-lab/curve-gcn
Official PyTorch code for Curve-GCN (CVPR 2019)
NVIDIA-Merlin/Merlin
NVIDIA Merlin is an open source library providing end-to-end GPU-accelerated recommender systems, from feature engineering and preprocessing to training deep learning models and running inference in production.
fastai/fastai_dev
fast.ai early development experiments
rasbt/stat479-deep-learning-ss19
Course material for STAT 479: Deep Learning (SS 2019) at University Wisconsin-Madison
PersiaML/PERSIA
High performance distributed framework for training deep learning recommendation models based on PyTorch.
rapidsai/deeplearning
AstraZeneca/rexmex
A general purpose recommender metrics library for fair evaluation.
NVIDIA-Merlin/models
Merlin Models is a collection of deep learning recommender system model reference implementations
facebookresearch/FBTT-Embedding
This is a Tensor Train based compression library to compress sparse embedding tables used in large-scale machine learning models such as recommendation and natural language processing. We showed this library can reduce the total model size by up to 100x in Facebook’s open sourced DLRM model while achieving same model quality. Our implementation is faster than the state-of-the-art implementations. Existing the state-of-the-art library also decompresses the whole embedding tables on the fly therefore they do not provide memory reduction during runtime of the training. Our library decompresses only the requested rows therefore can provide 10,000 times memory footprint reduction per embedding table. The library also includes a software cache to store a portion of the entries in the table in decompressed format for faster lookup and process.
MattKleinsmith/pbt
Population Based Training (in PyTorch with sqlite3). Status: Unsupported
anopara/texture-synthesis-nonparametric-sampling
Implementation of "Texture Synthesis with Non-Parametric Sampling" paper by Alexei A. Efros and Thomas K. Leung
anopara/multi-resolution-texture-synthesis
Based on “Fast Texture Synthesis using Tree-structured Vector Quantization” and “Multiresolution Sampling Procedure for Analysis and Synthesis of Texture Images” papers
VITA-Group/Orthogonality-in-CNNs
[NeurIPS '18] "Can We Gain More from Orthogonality Regularizations in Training Deep CNNs?" Official Implementation.
ajbrock/BoilerPlate
Odds and Ends and Things I've implemented.
divyanshj16/SPADE
"Semantic Image Synthesis with Spatially-Adaptive Normalization" paper implementation
finn-no/recsys_slates_dataset
FINN.no Slate Dataset for Recommender Systems. A dataset containing all interactions (viewed items + response (clicked item / no click) for users over a longer time horizon.
miroenev/rapids
http://rapids.ai
awthomp/whitewater
A visual dataflow programming language for NVIDIA's RAPIDS, based on AlvarBer/Persimmon