Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.

✭ 211

python python3 deep-learning machine-learning pytorch visualization deep-neural-networks logging deeplearning segmentation example deep-reinforcement-learning experiment

Ties 2.0

Code for: S.R. Qasim, H. Mahmood, and F. Shafait, Rethinking Table Recognition using Graph Neural Networks (2019)

✭ 211

python machine-learning

Gan Sandbox

Vanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.

✭ 210

python deep-learning machine-learning tensorflow keras artificial-intelligence gan generative-adversarial-network unsupervised-learning

Knowledge Graph Analysis Programming Exercises

Exercises for the Analysis of Knowledge Graphs

✭ 208

jupyter-notebook machine-learning knowledge-graph exercises

Gemsec

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

✭ 210

python machine-learning tensorflow neural-network facebook clustering unsupervised-learning word2vec matrix-factorization gensim

Automlbenchmark

OpenML AutoML Benchmarking Framework

✭ 210

python machine-learning benchmark automl

Style transfer

CNN image style transfer 🎨.

✭ 210

python jupyter-notebook deep-learning machine-learning computer-vision keras neural-network convolutional-neural-networks cnn notebook style-transfer

Ml React App Template

This is a template for creating a Machine Learning application with its front-end developed using React which interacts with a Flask service as the back-end and makes predictions.

✭ 210

javascript react machine-learning template flask

Nyaggle

Code for Kaggle and Offline Competitions

✭ 209

python machine-learning ml kaggle feature-engineering

Dl inference

通用深度学习推理服务，可在生产环境中快速上线由TensorFlow、PyTorch、Caffe框架训练出的深度学习模型。

✭ 209

java machine-learning pytorch tensorflow ai caffe inference

Nlp Roadmap

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

✭ 2,653

machine-learning nlp natural-language-processing roadmap keyword probability-statistics textmining

Hummingbird

Hummingbird compiles trained ML models into tensor computation for faster inference.

✭ 2,704

python Jupyter Notebook machine-learning pytorch neural-networks scikit-learn tensor-computation

Machine Learning

从零基础开始机器学习之旅

✭ 209

python jupyter-notebook deep-learning machine-learning tensorflow awesome nlp pandas ml kaggle sklearn anomalydetection

Styleart

Style Art library process images using COREML with a set of pre trained machine learning models and convert them to Art style.

✭ 209

swift ios machine-learning neural-network image-processing coreml prisma

Ml Examples

Arm Machine Learning tutorials and examples

✭ 207

python deep-learning machine-learning neural-network raspberry-pi deep-neural-networks arm ml raspberry-pi-3

Machine Learning Diff Private Federated Learning

Simulate a federated setting and run differentially private federated learning.

✭ 207

python machine-learning security sample

Max Object Detector

Localize and identify multiple objects in a single image.

✭ 208

python machine-learning docker-image

Jgaap

The Java Graphical Authorship Attribution Program

✭ 208

java machine-learning machine-learning-library

Face Identification Tpe

Face identification with CNN + TPE using Keras

✭ 208

python machine-learning tensorflow keras cnn machine-learning-algorithms

Graph Convolution Nlp

Graph Convolution Network for NLP

✭ 208

jupyter-notebook machine-learning nlp natural-language-processing

Awesome Normalizing Flows

A list of awesome resources on normalizing flows.

✭ 203

machine-learning variational-inference

Awesome Self Supervised Gnn

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

✭ 201

deep-learning machine-learning

Flaml

A fast and lightweight AutoML library.

✭ 205

jupyter-notebook machine-learning data-science automl automated-machine-learning

Shifu

An end-to-end machine learning and data mining framework on Hadoop

✭ 207

java machine-learning neural-network pipeline hadoop bigdata random-forest

Eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

✭ 2,477

python Jupyter Notebook machine-learning nlp data-science scikit-learn xgboost lightgbm inspection explanation crfsuite

Face.evolve.pytorch

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

Quantum Neural Networks

This repository contains the source code used to produce the results presented in the paper "Continuous-variable quantum neural networks". Due to subsequent interface upgrades, these scripts will work only with Strawberry Fields version <= 0.10.0.

✭ 207

python deep-learning machine-learning tensorflow optimization quantum-computing quantum

Compose

A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels for supervised learning.

✭ 203

python machine-learning data-science ai automl labeling

Qminer

Analytic platform for real-time large-scale streams containing structured and unstructured data.

✭ 206

javascript cpp machine-learning data-mining text-mining signal-processing

Pytorch How And When To Use Module Sequential Modulelist And Moduledict

Code for my medium article

✭ 206

jupyter-notebook deep-learning machine-learning pytorch neural-network artificial-intelligence

Cheatsheets Ai

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

✭ 14,095

deep-learning machine-learning keras artificial-intelligence numpy matplotlib scipy

Netron

Visualizer for neural network, deep learning, and machine learning models

✭ 17,193