200 Open source projects that are alternatives of or similar to Deeplearning Mxnet

Một cuốn sách tương tác về học sâu có mã nguồn, toán và thảo luận. Đề cập đến nhiều framework phổ biến (TensorFlow, Pytorch & MXNet) và được sử dụng tại 175 trường Đại học.

AutoGluon: AutoML for Text, Image, and Tabular Data

💻 Make machines learn so that you don't have to struggle to program them; The ultimate list

TensorFlow Basic Tutorial Labs

recaptcha with lstm and mxnet

Scraping publicly-accessible Letterboxd data and creating a movie recommendation model with it that can generate recommendations when provided with a Letterboxd username

(New version is out: https://github.com/hpi-xnor/BMXNet-v2) BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet

Gluon implementation of "Objects as Points", aka "CenterNet"

Machine Learning Platform for Kubernetes (MLOps tools for experimentation and automation)

Four word embedding models implemented in Python. Supporting arbitrary context features

Gluon CV Toolkit

mxnet implementation of yolo and darknet2mxnet converter

Sets up a VM with Keras, TensorFlow, TFLearn and Theano installed

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art

TensorLy: Tensor Learning in Python.

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

JG Master Thesis

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

Singular Value Decomposition for generic number types

A Simple and Versatile Framework for Object Detection and Instance Recognition

Machine Learning University: Accelerated Tabular Data Class

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

tensorRt-inference darknet2onnx pytorch2onnx mxnet2onnx python version

👑 Python factor analysis library (PCA, CA, MCA, MFA, FAMD)

A Python scikit for building and analyzing recommender systems

qihoo360 xlearning with GPU support; AI on Hadoop

MXNET + OpenAI Gym implementation of A3C from "Asynchronous Methods for Deep Reinforcement Learning"

Code for the paper STN-OCR: A single Neural Network for Text Detection and Text Recognition

Sequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet

🔡 Token level embeddings from BERT model on mxnet and gluonnlp

Top-1 Acc=61.0% on ImageNet, without any sacrificing compared with SqueezeNet v1.1.

H2Oai GPU Edition

Simulate quantization and quantization aware training for MXNet-Gluon models.

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

Train Neuronal networks to automate your home

Standalone TensorBoard for visualizing in deep learning

Gluon implementation of EfficientNet and EfficientNet-lite

[ICCV19] AdaptIS: Adaptive Instance Selection Network, https://arxiv.org/abs/1909.07829

Multi Model Server is a tool for serving neural net models for inference

Selected Machine Learning algorithms for natural language processing and semantic analysis in Golang

AI Video Processing/Upscaling With VapourSynth in Google Colab

The convertor/conversion of deep learning models for different deep learning frameworks/softwares.

Open source face recognition on Raspberry Pi. SharpAI is open source stack for machine learning engineering with private deployment and AutoML for edge computing. DeepCamera is application of SharpAI designed for connecting computer vision model to surveillance camera. Developers can run same code on Raspberry Pi/Android/PC/AWS to boost your AI production development.

An unofficial Gluon FR Toolkit for face recognition. https://gluon-face.readthedocs.io

Image Retrieval Experiment Using Triplet Loss

A high performance and generic framework for distributed DNN training

Setup and customize deep learning environment in seconds.

C++ project to implement MTCNN, a perfect face detect algorithm, on different DL frameworks. The most popular frameworks: caffe/mxnet/tensorflow, are all suppported now

A collection of computer vision pre-trained models.

Implementation of music genre classification, audio-to-vec, song recommender, and music search in mxnet

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

Simple, efficient and flexible vision toolbox for mxnet framework.

convert model from mxnet to caffe without lossing precision

Understanding Convolution for Semantic Segmentation

Sequence to sequence learning with MXNET

A Comprehensive Tutorial on Video Modeling

Ranking made easy

ResNet benchmark by Keras(TensorFlow), Keras(MXNet), Chainer, PyTorch using Google Colab

深度学习入门教程, 优秀文章, Deep Learning Tutorial