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DiZheng's Projects

ailearning icon ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

awesome-chinese-llm icon awesome-chinese-llm

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。

awesome_chinese_medical_nlp icon awesome_chinese_medical_nlp

中文医学NLP公开资源整理:术语集/语料库/词向量/预训练模型/知识图谱/命名实体识别/QA/信息抽取/模型/论文/etc

bustag icon bustag

a tag and recommend system for old bus driver

caiman icon caiman

Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.

cellprofiler icon cellprofiler

An open-source application for biological image analysis

cnmf_e icon cnmf_e

Constrained Nonnegative Matrix Factorization for microEndoscopic data

d2l-zh icon d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

deeplabcut icon deeplabcut

Markerless tracking of user-defined features with deep learning

encodingmodel icon encodingmodel

Generate a matrix of predictors corresponding to different behavioral variables and process a regression-based encoding model to obtain the relative contributions of the different behavioral variables to the activity of each neuron

image-processing-python icon image-processing-python

A compilation of image and video processing scripts and demonstrations that apply multiple operations and calculations using numpy, PIL and openCV.

leap icon leap

LEAP Estimates Animal Pose

llm-tuning icon llm-tuning

Tuning LLMs with no tears💦; Sample Design Engineering (SDE) for more efficient downstream-tuning.

medical_nlp icon medical_nlp

Medical NLP Competition, dataset, large models, paper 医疗NLP领域 比赛,数据集,大模型,论文,工具包

medicalgpt icon medicalgpt

MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型,实现了包括增量预训练、有监督微调、RLHF(奖励建模、强化学习训练)和DPO(直接偏好优化)。

metabci icon metabci

MetaBCI: China’s first open-source platform for non-invasive brain computer interface. The project of MetaBCI is led by Prof. Minpeng Xu from Tianjin University, China.

otrace icon otrace

An object-oriented python debugger for nonlinear tracing

prt icon prt

Pattern Recognition Toolbox for MATLAB

psychtoolbox-3 icon psychtoolbox-3

Psychophysics Toolbox Version 3 (PTB-3) is a free set of Matlab and GNU Octave functions for vision and neuroscience research.

pydata-book icon pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

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