216 Open source projects that are alternatives of or similar to Snca.pytorch

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA

🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

This repository stores the files used for my summer internship's work on "teacher-student learning", an experimental method for training deep neural networks using a trained teacher model.

NLP Paper

This Repository contains all tensorflow tutorials.

Skin cancer classification using Inceptionv3

Awesome Resources for Advanced Computer Vision Topics

Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving

Weakly Supervised 3D Object Detection from Point Clouds (VS3D), ACM MM 2020

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

Train a state-of-the-art yolov3 object detector from scratch!

CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning

Deep-learning seismic facies on state-of-the-art CNN architectures

Tensorflow Implementation of PathNet: Evolution Channels Gradient Descent in Super Neural Networks

Deepfakes Video classification via CNN, LSTM, C3D and triplets

jiant is an NLP toolkit

Official Pytorch implementation of CutMix regularizer

kaggle Dog Breed Identification

TensorFlow 101: Introduction to Deep Learning for Python Within TensorFlow

PyTorch implementation of PathNet: Evolution Channels Gradient Descent in Super Neural Networks

EasyTransfer is designed to make the development of transfer learning in NLP applications easier.

VGG-19 deep learning model trained using ISCX 2012 IDS Dataset

Official Keras & PyTorch Implementation and Pre-trained Models for Models Genesis - MICCAI 2019

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

Transfer Learning Toolkit for Primary Researchers

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

🦄 State-of-the-Art Conversational AI with Transfer Learning

Automatic feature extraction and node role assignment for transfer learning on graphs (ReFeX & RolX)

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

High Quality Monocular Depth Estimation via Transfer Learning

Library of transfer learners and domain-adaptive classifiers.

Gradients as Features for Deep Representation Learning

🔍 Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

Deep Transfer Learning Papers

🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy

Reinforcement Learning and Transfer Learning based StarCraft Micromanagement

Keras implementation of BERT with pre-trained weights

Cross-domain NER using cross-domain language modeling, code for ACL 2019 paper

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation

Transfer-Learning-Library

دوره 12 ساعته یادگیری عمیق با چارچوب Keras

Federated Learning Library: https://fedml.ai

Applying NLP transfer learning techniques to predict Tweet stance

A curated list of NLP resources focused on BERT, attention mechanism, Transformer networks, and transfer learning.

tensorflow deep RL for driving a rover around

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)

TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)

Neural Paiters

Transfer Learning Library

A simple implementation of Deep Domain Confusion: Maximizing for Domain Invariance

国内首个迁移学习赛题 中国平安前海征信“好信杯”迁移学习大数据算法大赛 FInSight团队作品(算法方案排名第三)

Almost any Image classification problem using pytorch

Object classification with CIFAR-10 using transfer learning

Open Toolkit for Painless Object Detection

Deep Learning: Image classification, feature visualization and transfer learning with Keras

🔤 Calculate average word embeddings (word2vec) from documents for transfer learning