370 Open source projects that are alternatives of or similar to d2l-java

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

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.

6th place solution

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

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

An Engine-Agnostic Deep Learning Framework in Java

An Engine-Agnostic Deep Learning Framework in Java

Kaggle 120种狗分类，Gluon实现

A MXNet implementation of Baidu's DeepSpeech architecture

Kaggle solutions

the loss function in Aritcal ‘Focal Loss for Dense Object Detection‘’

Character Embeddings Recurrent Neural Network Text Generation Models

This is a Human Attributes Detection program with facial features extraction. It detects facial coordinates using FaceNet model and uses MXNet facial attribute extraction model for extracting 40 types of facial attributes. This solution also detects Emotion, Age and Gender along with facial attributes.

Top 5th percentile solution to the Kaggle knowledge problem - Bike Sharing Demand

baidu contest, url: http://dianshi.baidu.com/gemstone/competitions/detail?raceId=17

Simple solution for Open Images 2019 - Instance Segmentation competition using maskrcnn-benchmark.

Kaggle Titanic example

My published benchmark for a Kaggle Simulations Competition

Reproduce SFD face detector using gluon-cv

MXNet implementation of Non-Local and Squeeze-Excitation network

A experiment to visualize Tree in NewYork and Flight record data. Using Deck.gl and Kaggle

Predict people interest in renting specific NYC apartments. The challenge combines structured data, geolocalization, time data, free text and images.

Paraphrase question identification using Feature Fusion Network (FFN).

A collection of ML related stuff including notebooks, codes and a curated list of various useful resources such as books and softwares. Almost everything mentioned here is free (as speech not free food) or open-source.

Python Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deployment as a RESTful service on Kubernetes.

📊 All of courses, assignments, exercises, mini-projects and books that I've done so far in the process of learning by myself Machine Learning and Data Science.

Machine Learning Operator & Controller for Kubernetes

BiLSTM_CRF中文实体命名识别

Solution of the Titanic Kaggle competition

Dynamic training with Apache MXNet reduces cost and time for training deep neural networks by leveraging AWS cloud elasticity and scale. The system reduces training cost and time by dynamically updating the training cluster size during training, with minimal impact on model training accuracy.

MXNet implementation of CapsNet

.NET wrapper for Apache MXNet written in C#

Personalized Medicine: Redefining Cancer Treatment with deep learning

Kaggle competition

A tool to count operators and parameters of your MXNet-Gluon model.

ml & dl & kaggle

Kuzushiji Recognition Kaggle 2019. Build a DL model to transcribe ancient Kuzushiji into contemporary Japanese characters. Opening the door to a thousand years of Japanese culture.

Some tools that I often find myself using in Kaggle challenges.

Extract raw R code directly from webpages, including Github, Kaggle, Stack Overflow, and sites made using Blogdown.

Official implementation of "Explicit Interaction Model towards Text Classification"

Gluon to PyTorch deep neural network model converter

Kaggle 2018 @ Human Protein Atlas Image Classification

用python做计算机视觉，人工智能，机器学习，深度学习等

💡 A flexible tool for building and sharing deep learning modules.

Speech command recognition DenseNet transfer learning from UrbanSound8k in keras tensorflow

Spark 2.0 Scala Machine Learning examples

Kaggle: Quora Insincere Questions Classification - detect toxic content to improve online conversations

LipNet with gluon

room layout estimation pytorch project

Multiple types of NN model optimization environments. It is possible to directly access the host PC GUI and the camera to verify the operation. Intel iHD GPU (iGPU) support. NVIDIA GPU (dGPU) support.

Fast k-Nearest Neighbors Classifier for Large Datasets

MXNet OCR implementation. Including text recognition and detection.

Team GuYuShiJie~'s 15th (top 2%) solution of cervix type classification in Kaggle 2017 competition, using PyTorch.

Code for reproducing 2nd place solution for Kaggle competition IEEE's Signal Processing Society - Camera Model Identification

DLARM: Dissertation for Computer Science Masters Degree at UFRGS

Kaggle을 처음 접하는 사람들을 위한 문서

Accompanying notebook and sources to "A Guide to Pseudolabelling: How to get a Kaggle medal with only one model" (Dec. 2020 PyData Boston-Cambridge Keynote)

Sentiment ananlysis in keras and mxnet

19th place solution in "Predicting Molecular Properties"

基于 mxnet, 实现 ssd demo for android