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Saltie

🚗 Rocket League Distributed Deep Reinforcement Learning Bot

pycm

Multi-class confusion matrix library in Python

sagemaker-spark

A Spark library for Amazon SageMaker.

SincNet

SincNet is a neural architecture for efficiently processing raw audio samples.

sparkmagic

Jupyter magics and kernels for working with remote Spark clusters

TensorFlowOnSpark

TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.

lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

competitive-recsys

A collection of resources for Recommender Systems (RecSys)

pyLDAvis

Python library for interactive topic model visualization. Port of the R LDAvis package.

pDMM

Python implemetation for Dirichlet Multinomial Mixture (DMM) model

subword-nmt

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

petastorm

Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.

facenet

Face recognition using Tensorflow

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

onnx-tensorflow

Tensorflow Backend for ONNX

ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

tutorials

Tutorials for creating and using ONNX models

shap

A game theoretic approach to explain the output of any machine learning model.

PDPbox

python partial dependence plot toolbox

math-as-code

a cheat-sheet for mathematical notation in code form

pytorch-caffe2-aws-lambda

Serving PyTorch Models on AWS Lambda with Caffe2 & ONNX

swa

Stochastic Weight Averaging in PyTorch

MUNIT

Multimodal Unsupervised Image-to-Image Translation

MUNIT-Tensorflow

Simple Tensorflow implementation of "Multimodal Unsupervised Image-to-Image Translation" (ECCV 2018)

pocket-tensor

Run Keras models from a C++ application on embedded devices

ProGAN

yapf

A formatter for Python files

InferSent

InferSent sentence embeddings

Haxl

A Haskell library that simplifies access to remote data, such as databases or web-based services.