49 Open source projects that are alternatives of or similar to embeddings-for-trees

Source code for the ICLR 2021 work "Generating Adversarial Computer Programs using Optimized Obfuscations"

This is the Chinese manual of the graph neural network library DGL, currently contains the User Guide.

Type4Py: Deep Similarity Learning-Based Type Inference for Python

MVSNet: Depth Inference for Unstructured Multi-view Stereo using pytorch-lightning

Multi-Input Deep Neural Networks with PyTorch-Lightning - Combine Image and Tabular Data

An Easy To Use PyTorch Computer Vision Library

🛠️ Tools for Transformers compression using PyTorch Lightning ⚡

Flexible components pairing 🤗 Transformers with Pytorch Lightning

Weakly Supervised End-to-End Learning (NeurIPS 2021)

🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

This repository focuses on training semantic segmentation models to predict the presence of floodwater for disaster prevention. Models were trained using SageMaker and Colab.

Automatic machine learning for tabular data. ⚡🔥⚡

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022

An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板，简单易用，稍改原来Pytorch代码，即可适配Lightning。You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit all the functions as well. Big-project-friendly as well.

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡

Clean minimal implementation of Free-Form Image Inpainting with Gated Convolutions in pytorch lightning. Inspired from pytorch implementation by @avalonstrel.

Brain extraction in presence of abnormalities, using single and multiple MRI modalities

Implementation of the paper "Language-agnostic representation learning of source code from structure and context".

Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954

Implement Question Generator with SOTA pre-trained Language Models (RoBERTa, BERT, GPT, BART, T5, etc.)

neural network based speaker embedder

Recursive Neural Networks for PyTorch

PyTorch implementation of a collections of scalable Video Transformer Benchmarks.

PyTorch Implementation of SOTA SSL methods

Unofficial PyTorch Implementation for HifiFace (https://arxiv.org/abs/2106.09965)

A deep learning model to age faces in the wild, currently runs at 60+ fps on GPUs

Visualization tool for Graph Neural Networks

Pythonic functions for creating and enhancing Hydra applications

Repository for the code of the "A Convolutional Attention Network for Extreme Summarization of Source Code" paper

Tree-based Autofolding Software Summarization Algorithm

Simplistic Pytorch Implementation of the Dreamer-RL

IceData: Datasets Hub for the *IceVision* Framework

Utils and modules for Speech Language and Multimodal processing using pytorch and pytorch lightning

Serving model through api. FastApi + PytorchLightning

Detect whether a person is wearing a mask or not

🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervised, weakly supervised and unsupervised methods ▸ Easily configured and run with Hydra config ▸ Inspired by disentanglement_lib

Training wheels, side rails, and helicopter parent for your Deep Learning projects in Pytorch

A tool to navigate the desktop with hand gestures. Builds on mediapipe.

My repo for training neural nets using pytorch-lightning and hydra

classy is a simple-to-use library for building high-performance Machine Learning models in NLP.

Unofficial PyTorch Implementation of "DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features"

[2021 훈민정음 한국어 음성•자연어 인공지능 경진대회] 대화요약 부문 알라꿍달라꿍 팀의 대화요약 학습 및 추론 코드를 공유하기 위한 레포입니다.

Modular and extensible speech recognition library leveraging pytorch-lightning and hydra.

Custom ML tracking experiment and debugging tools.

Neural HMMs are all you need (for high-quality attention-free TTS)

Light Face Detection using PyTorch Lightning

Implementation of Directional Graph Networks in PyTorch and DGL

This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.

A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering