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abcnn

Implementation of ABCNN(Attention-Based Convolutional Neural Network) on Tensorflow

accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

algo

数据结构和算法必知必会的50个代码实现

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

autogluon

AutoGluon: AutoML Toolkit for Deep Learning

awesome-chinese-nlp

A curated list of resources for Chinese NLP 中文自然语言处理相关资料

awesome-deep-learning-papers

The most cited deep learning papers

baichuan-7b

A large-scale 7B pretraining language model developed by BaiChuan-Inc.

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bert-chinese-text-classification-and-deployment

简单高效的Bert中文文本分类模型开发和部署，CPU上毫秒级预测

bimpm

BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences

binnong

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

chinese-llama-alpaca

中文LLaMA&Alpaca大语言模型+本地部署 (Chinese LLaMA & Alpaca LLMs)

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

chineseocr_lite

超轻量级中文ocr，支持竖排文字识别, 支持ncnn推理 ( dbnet(1.8M) + crnn(2.5M) + anglenet(378KB)) 总模型仅4.7M

classifying_data_using_a_support_vector_machine

This is the code for the "Classifying Data using Gradient Descent" by Siraj Raval on Youtube

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

correction

Chinese "spelling" error correction

crfasrnn

This repository contains the source code for the semantic image segmentation method described in the ICCV 2015 paper: Conditional Random Fields as Recurrent Neural Networks. http://crfasrnn.torr.vision/

cs231n.github.io

Public facing notes page

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep-learning-notes

Notes from the DeepLearning.AI courses

deep-semantic-similarity-model

My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.

deep-text-corrector

Deep learning models trained to correct input errors in short, message-like text

deep-text-corrector-1

English text corrector by using deep neural networks in Pytorch

deeplearning.ai

deeplearning.ai , By Andrew Ng, All slide and notebook + data (without solution) and video link

deeplearning.ai-1

deeplearning.ai , By Andrew Ng, All slide and notebook + code and some material.