zhuxb

pytorch_bert

Tutorial for how to build BERT from scratch

tiny_ml

numpy 实现的 周志华《机器学习》书中的算法及其他一些传统机器学习算法

Awesome-Autonomous-Driving

BertWithPretrained

An implementation of the BERT model and its related downstream tasks based on the PyTorch framework

C-ATTL3

A C++ deep learning library for the construction and optimization of neural networks ranging from simple feedforward architectures to state-of-the-art convolutional ResNets and LSTMs.

chinese-poetry

The most comprehensive database of Chinese poetry 🧶最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。

CLUEDatasetSearch

搜索所有中文NLP数据集，附常用英文NLP数据集

ColossalAI

Making large AI models cheaper, faster and more accessible

conditional-lane-detection

CPlusPlusThings

C++那些事

Darknet

AlexeyAB-DarkNet源码解析

dnc

Simple RNN, LSTM and Differentiable Neural Computer in pure Numpy

EigenFlow

C++ API to create Neural Nets using Eigen library

FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

GPT2-Chinese

Chinese version of GPT2 training code, using BERT tokenizer.

HugNLP

HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NLP now!😊 HUgNLP will released to @HugAILab

lanenet-lane-detection

Unofficial implemention of lanenet model for real time lane detection using deep neural network model https://maybeshewill-cv.github.io/lanenet-lane-detection/

MiniDNN

A header-only C++ library for deep neural networks

ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

numpy_neural_network

仅使用numpy从头开始实现神经网络,包括反向传播公式推导过程; numpy构建全连接层、卷积层、池化层、Flatten层；以及图像分类案例及精调网络案例等,持续更新中... ...

NumpyDL

Deep Learning Library. For education. Based on pure Numpy. Support CNN, RNN, LSTM, GRU etc.

os-tutorial

How to create an OS from scratch

pytorch-auto-drive

PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, RESA, LSTR, LaneATT, BézierLaneNet...) based on PyTorch with fast training, visualization, benchmarking & deployment help

Real-Time-Lane-Detection

Real-Time Lane Detection using OpenCV

tiny-dnn

header only, dependency-free deep learning framework in C++14

tinynn

A lightweight deep learning library

Ultra-Fast-Lane-Detection

Ultra Fast Structure-aware Deep Lane Detection (ECCV 2020)

x86-bootloader

An experimental x86 bootloader emulated on QEMU

YOLO_v3_tutorial_from_scratch

Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"