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huangyezhufeng's repos on GitHub
Jupyter Notebook · 71 人关注
PythonDataAnalysis
The data and code that used in my book.
Python · 69 人关注
zhplot
一行代码搞定 Python 图表中文展示
48 人关注
Oh-Numpy
100 numpy exercises(Chinese version)
Jupyter Notebook · 43 人关注
data-structures-and-algorithms-in-python
Exercise solutions for Data Structures and Algorithms in Python(Michael T. Goodrich)
Python · 34 人关注
mppt
A Modern Python Package Template
Jupyter Notebook · 26 人关注
bank-competition
2019厦门国际银行“数创金融杯”数据建模大赛
21 人关注
lifelong
Lifelong Learning
15 人关注
shenxiangzhuang.github.io
MathewShen's website
Rust · 12 人关注
bleuscore
BLEU Score in Rust
Jupyter Notebook · 11 人关注
nyu-ml-course-ds-ga-1003
DS-GA 1003[Spring 2019]
TeX · 10 人关注
presentia
Elegant presentation template in LaTex and Typst
Python · 10 人关注
toydata
Data Structures in Python
HTML · 9 人关注
beer
Beer: Challenging Problems in Probability and Statistics
9 人关注
Oh-PyTorch
The PyTorch solutions for numpy-100 exercises.
Rust · 5 人关注
aic
AI powered commit message generation
Jupyter Notebook · 5 人关注
book-grokking-algorithms
算法图解笔记
4 人关注
book-data-structure-using-c
Some codes and notes in Data Structure Using C
TeX · 4 人关注
ctexbook-template
Chinese Latex Book Template
R · 3 人关注
course-nonparameter-statistical-method
Nonparameter Statistical Methods
Rust · 3 人关注
libspot-rs
A Rust wrapper for the libspot
Elixir · 3 人关注
qwen
Elixir ❤️ 通义千问
Jupyter Notebook · 1 人关注
course-eda
HTML · 1 人关注
cs142
https://web.stanford.edu/class/cs142/
Python · 1 人关注
pysesd
Time Series Seasonal Extreme Studentized Deviate(S-ESD) in Python
Jupyter Notebook · 1 人关注
sysu-card-spider
Sysu校园卡流水记录爬取与分析
Jupyter Notebook · 1 人关注
sysu-data-mining
The data and code used in my data mining course.
Jupyter Notebook · 1 人关注
sysu-risk-management
Project resources
Typst · 1 人关注
typst-cn-book
Tpyst Chinese Book
0 人关注
.github
0 人关注
100-exercises-to-learn-rust
A self-paced course to learn Rust, one exercise at a time.
0 人关注
aiops-engine-for-skywalking
This is an incubating repository of the Apache SkyWalking AIOps Engine
Python · 0 人关注
algo-timer
An easy-to-use algorithms timer.
0 人关注
app-general
Jupyter Notebook · 0 人关注
arima-model
ARIMA model from scratch using numpy and pandas.
Rust · 0 人关注
augurs
A (WIP) time series framework for Rust, with bindings to Python and Javascript
0 人关注
awesome-stars
A curated list of my GitHub stars!
Jupyter Notebook · 0 人关注
book-practical-statistics
Source Codes&Data Set&Jupyter Notebook of the book
Jupyter Notebook · 0 人关注
book-the-art-of-r-programming
The Art Of R Programming(Code & Jupyter notebook & Chinese)
Rust · 0 人关注
candle
Minimalist ML framework for Rust
0 人关注
career-public
TypeScript · 0 人关注
ChatGPT-Next-Web
A well-designed cross-platform ChatGPT UI (Web / PWA / Linux / Win / MacOS). 一键拥有你自己的跨平台 ChatGPT 应用。
Matlab · 0 人关注
coursera-machine-learning
The Octave code that used in the course about machine learning in coursera is by Andrew Ng.
Python · 0 人关注
crowd-kit
Control the quality of your labeled data with the Python tools you already know.
Java · 0 人关注
design-pattern
The code in head first design pattern
0 人关注
dotfiles
:wrench: .files, including ~/.macos — sensible hacker defaults for macOS
0 人关注
egos-2000
A minimal operating system (2K LOC) on QEMU and a RISC-V board
0 人关注
elixir
Elixir is a dynamic, functional language for building scalable and maintainable applications
Python · 0 人关注
evalica
Evalica, your favourite evaluation toolkit
Elixir · 0 人关注
geneticx
Generic Algorithms in Elixir
0 人关注
kosong
The LLM abstraction layer for modern AI agent applications.
C · 0 人关注
libspot
Born to flag outliers
Jupyter Notebook · 0 人关注
LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
0 人关注
logforth
A versatile and extensible logging implementation.
0 人关注
lshort-zh-cn
A Chinese edition of the Not So Short Introduction to LaTeX2ε
Python · 0 人关注
minitorch
Minitorch-Module 1 - Autodifferentiation
Python · 0 人关注
minitorch-module-0
Module 0 - Fundamentals
Python · 0 人关注
minitorch-module-2
Module 2 - Tensors
0 人关注
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
0 人关注
neural-network-from-scratch
A neural network library written from scratch in Rust along with a web-based application for building + training neural networks + visualizing their outputs
Nix · 0 人关注
nix-config
Python · 0 人关注
Pearl
A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.
Elixir · 0 人关注
phoenix-practice
Elixir Phoenix Practice
Python · 0 人关注
pyextremes
Extreme Value Analysis (EVA) in Python
0 人关注
redis-py
Redis Python client
0 人关注
rlhf-book
Textbook on reinforcement learning from human feedback
JavaScript · 0 人关注
rust-practice
Rust Practice
0 人关注
scikit-learn
scikit-learn: machine learning in Python
Rust · 0 人关注
shapley
Shapley value calculator in Rust
0 人关注
shenxiangzhuang
Just me~
Elixir · 0 人关注
shinstagram
Java · 0 人关注
simple-java-maven-app
For an introductory tutorial on how to use Jenkins to build a simple Java application with Maven.
Python · 0 人关注
skywalking-python
The Python agent for Apache SkyWalking
Python · 0 人关注
spider-hnu-library
海南大学图书馆，借书信息爬取
Python · 0 人关注
spider-matto
Just for fun~
Jupyter Notebook · 0 人关注
sysu-multivariate-statistics
Sysu graduate course, Multivariate statistics
0 人关注
tiny-grpo
Minimal hackable GRPO implementation
0 人关注
tiny-llm
(🚧 WIP) a course of LLM inference serving on Apple Silicon for systems engineers.
Rust · 0 人关注
tokenizers
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
Jupyter Notebook · 0 人关注
toyml-notebook
ToyML Notebooks
Rust · 0 人关注
toyml-rs
ToyML in Rust!
Rust · 0 人关注
toyrust
Toy Rust Library
0 人关注
transformer
Transformer: PyTorch Implementation of "Attention Is All You Need"
0 人关注
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
0 人关注
trl
Train transformer language models with reinforcement learning.
0 人关注
word2vec-pytorch
Implementation of the first paper on word2vec
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huangyezhufeng三尺微命，一介书生 V2EX 第 174807 号会员，加入于 2016-05-26 19:45:23 +08:00今日活跃度排名 13456 |
MathewShen42
datahonor.com
shenxiangzhuang
huangyezhufeng 最近回复了
92 天前 回复了 jrlee1204 创建的主题 › 程序员 › 大模型学习路径求大佬指导！ |
“底层比较原理性的东西是否可以先跳过”
个人认为可以的
“模型微调”需要学习的东西
我建议看 Natural Language Processing with Transformers ，Huggingface 工程师写的，可以跟着敲代码，也没那么多底层细节。适合 Learning by doing.
后面想补 LLM 底层原理知识，可以看 Build a Large Language Model (From Scratch)和 Super Study Guide: Transformers & Large Language Models.
如果对深度学习基础不熟，可以先从一些基础的知识学起。比如读一下 Neural Networks and Deep Learning(NNDL)。
https://datahonor.com/blog/2025/02/20/dl_book/ 这里简单写了上面几本书和其他一些相关书籍的书评，也可以参考看下。
个人认为可以的
“模型微调”需要学习的东西
我建议看 Natural Language Processing with Transformers ，Huggingface 工程师写的，可以跟着敲代码，也没那么多底层细节。适合 Learning by doing.
后面想补 LLM 底层原理知识，可以看 Build a Large Language Model (From Scratch)和 Super Study Guide: Transformers & Large Language Models.
如果对深度学习基础不熟，可以先从一些基础的知识学起。比如读一下 Neural Networks and Deep Learning(NNDL)。
https://datahonor.com/blog/2025/02/20/dl_book/ 这里简单写了上面几本书和其他一些相关书籍的书评，也可以参考看下。
129 天前 回复了 xuegy 创建的主题 › Python › 如何分离屎山中 Union 类型的变量 |
其实从开始用`Union`开始，就已经把潘多拉魔盒打开了一半。再用`getattr`，几乎是不可避免地成为屎山了。
为了避免误解，补充说明一下，用`Union`和`getattr`都没问题，前提是会用。从这个半个钟的单测来看，似乎并不是如此。
为了避免误解，补充说明一下，用`Union`和`getattr`都没问题，前提是会用。从这个半个钟的单测来看，似乎并不是如此。
167 天前 回复了 huangyezhufeng 创建的主题 › 推广 › 诸位在使用 Python 时有哪些小而痛的问题，都是怎么解决的? |
@XIVN1987 这个估计难，毕竟丑那么多年了也没怎么动过:D
167 天前 回复了 huangyezhufeng 创建的主题 › 推广 › 诸位在使用 Python 时有哪些小而痛的问题，都是怎么解决的? |
@twig traceback 的问题可以看 https://docs.python.org/3/library/sys.html#sys.tracebacklimit ，是可以控制的
167 天前 回复了 huangyezhufeng 创建的主题 › 推广 › 诸位在使用 Python 时有哪些小而痛的问题，都是怎么解决的? |
@TrackBack 如果依赖很老的库确实麻烦。如果是因为 Python 版本的问题，可以试下类似这种[方法]( https://python-poetry.org/docs/dependency-specification/#multiple-constraints-dependencies):
```toml
[project]
# ...
dependencies = [
"foo (<=1.9) ; python_version >= '3.6' and python_version < '3.8'",
"foo (>=2.0,<3.0) ; python_version >= '3.8'"
]
```
```toml
[project]
# ...
dependencies = [
"foo (<=1.9) ; python_version >= '3.6' and python_version < '3.8'",
"foo (>=2.0,<3.0) ; python_version >= '3.8'"
]
```
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