duanzhihua's Projects
pytorch
100 Days of ML Coding
Chinese Translation for Machine Learning Infographics
咕泡雲課堂-第五期CV+NLP技術紀錄
中文地址提取工具,支持**三级区划地址(省、市、区)提取和映射,支持地址热力图绘制。
AI Challenger, a platform for open datasets and programming competitions to artificial intelligence (AI) talents around the world. https://challenger.ai/
This is my study codes of ML and DL and NLP
Asynchronous HTTP client/server framework for asyncio and Python
fast image augmentation library and easy to use wrapper around other libraries
Reproduction process of AlexNet
this is where we share notebooks/projects used in your youtube channel
An open-source NLP research library, built on PyTorch.
Code and material for the AllenNLP Guide
Distributed Tensorflow, Keras, PyTorch and Ray on Apache Spark
Codes related to activities on AV including articles, hackathons and discussions.
http://nlp.seas.harvard.edu/2018/04/03/attention.html
🧑🏫 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, ... 🧠
ApacheSparkBooks
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
省市区县乡镇三级或四级城市数据,带拼音标注、坐标、行政区域边界范围;2020年08月18日最新采集,提供csv格式文件,支持在线转成多级联动js代码、通用json格式,提供软件转成shp、geojson、sql、导入数据库;带浏览器里面运行的js采集源码,综合了中华人民共和国民政部、国家统计局、高德地图、腾讯地图行政区划数据
Learned about search problems (A*, CSP, minimax), reinforcement learning, bayes nets, hidden markov models, and machine learning
A PyTorch implementation of the Transformer model in "Attention is All You Need".
An experimental open-source attempt to make GPT-4 fully autonomous.
整理开源的中文大语言模型,以规模较小、可私有化部署、训练成本较低的模型为主,包括底座模型,垂直领域微调及应用,数据集与教程等。