Pinned Repositories
-Neural-Network-and-Deep-Learning-ppt
《神经网络与深度学习》 Neural Network and Deep Learning
AI-Algorithm
ColossalAI
Colossal-AI: A Unified Deep Learning System for Large-Scale Parallel Training
CVPR2020-Paper-Code-Interpretation
cvpr2020/cvpr2019／cvpr2018/cvpr2017 papers，极市团队整理
face_recognition
The world's simplest facial recognition api for Python and the command line
GNNs-for-NLP
Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020
Keras-TextClassification
中文长文本分类、短句子分类、多标签分类（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, ENT, DMN,
lightKG
基于Pytorch和torchtext的知识图谱深度学习框架，包含知识表示学习、实体识别与链接、实体关系抽取、事件检测与抽取、知识存储与查询、知识推理六大功能模块，已实现了命名实体识别、关系抽取、事件抽取、表示学习等功能。框架功能丰富，开箱可用，极易上手！基本都是学习他人实现然后自己修改融合到框架中，没有细致调参，且有不少Bug～
MASTER-TF
MASTER
pytorch-nips2017-defense-example
A PyTorch baseline defense example for the NIPS 2017 adversarial competition
AI Research's Repositories
DLReseach/ColossalAI
Colossal-AI: A Unified Deep Learning System for Large-Scale Parallel Training
DLReseach/2021-CV-Surveys
2021 年，计算机视觉相关综述。包括目标检测、跟踪........
DLReseach/Advanced-NLP-with-TensorFlow-2
Advanced NLP with TensorFlow 2, published by [Packt]
DLReseach/AirSim
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
DLReseach/AliceMind
DLReseach/alphafold
Open source code for AlphaFold.
DLReseach/automl
Google Brain AutoML
DLReseach/best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
DLReseach/Dive-into-DL-TensorFlow2.0
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可
DLReseach/eat_tensorflow2_in_30_days
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
DLReseach/EconML
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.
DLReseach/FastSpeech2
PyTorch Implementation of FastSpeech 2 : Fast and High-Quality End-to-End Text to Speech
DLReseach/FLAML
A fast and lightweight AutoML library.
DLReseach/Hands-On-Graph-Neural-Networks-Using-Python
Hands-On Graph Neural Networks Using Python, published by Packt
DLReseach/InnerEye-DeepLearning
Medical Imaging Deep Learning library to train and deploy models on Azure Machine Learning and Azure Stack
DLReseach/Mastering-Reinforcement-Learning-with-Python
Mastering Reinforcement Learning with Python, published by Packt
DLReseach/Mastering-Unsupervised-learning-with-Python
Code Repository for Mastering Unsupervised learning with Python, Published by Packt
DLReseach/ML-For-Beginners
12 weeks, 24 lessons, classic Machine Learning for all
DLReseach/OpenGait
A flexible and extensible framework for gait recognition. You can focus on designing your own models and comparing with state-of-the-arts easily with the help of OpenGait.
DLReseach/Practical-Data-Science-with-Python
Practical Data Science with Python, published by Packt
DLReseach/PythonDataAnalysisCookbook
Python Data Analysis Cookbook, published by Packt
DLReseach/Pytorch-Project-Template
A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.
DLReseach/Recommender-System-with-TF2.0
Recurrence the recommender paper with Tensorflow2.0
DLReseach/RSPapers
A Curated List of Must-read Papers on Recommender System.
DLReseach/sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
DLReseach/Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
DLReseach/Tensorflow-Project-Template
A best practice for tensorflow project template architecture.
DLReseach/text_classification-1
使用rnn,lstm,gru,fasttext,textcnn,dpcnn,rnn-att,lstm-att,兼容huggleface/transformers，以及以transforemrs作为词嵌入模型，后面接入cnn、rnn、attention等等做文本分类。以及各个模型的对比
DLReseach/Transformers-for-Natural-Language-Processing
Transformers for Natural Language Processing, published by Packt
DLReseach/YOLOF
You Only Look One-level Feature (YOLOF), CVPR2021, Detectron2