Matplotlib(图表) Seaborn(热量图,时间序列,小提琴图) 3-算法库: 精简Scikit(机器学习:回归,分类...) 统计模型(数据探索,统计模型和统计测试) 课程1-Python for Data Science Jupyter笔记本实验室 课程2-使用Python进行数据分析 Jupyter笔记本实验室 课程3-使用Python进行数据可视化 Jupyter笔记本实验室点...
In this comprehensive guide, we look at the most important Python libraries in data science and discuss how their specific features can boost your data science practice. Updated Jan 12, 2024 · 15 min read Contents Introduction Staple Python Libraries for Data Science Machine Learning Python Libra...
# run on multiple machines and their cores import ray ray.init(ignore_reinit_error=True) @ray.remote def get_filename(datapoint): return datapoint['filename'].split('/')[-1] result = [] for datapoint in dataset: result.append(get_filename.remote(datapoint)) Scikit-learn,我们之前安...
Cognitiveclass.ai: Python for Data Science Datacamp: Python for R Users Datacamp: Importing Data in Python (Part 1) Datacamp: Intermediate Python for Data Science Datacamp: Python Data Science Toolbox (Part 1) Datacamp: Python Data Science Toolbox (Part 2) Datacamp: Intro to Python for Financ...
data-describe (🥉15 · ⭐ 300 · 💀) - datadescribe: Pythonic EDA Accelerator for Data Science. Apache-2 nx-altair (🥉15 · ⭐ 220 · 💀) - Draw interactive NetworkX graphs with Altair. MIT nptsne (🥉13 · ⭐ 33 · 💀) - nptsne is a numpy compatible python binary...
(), lr=0.01) # 训练模型 num_epochs = 100 for epoch in range(num_epochs): # 前向传播 y_pred = linear_model(x_data) # 计算损失 loss = criterion(y_pred, y_data) # 反向传播 optimizer.zero_grad() loss.backward() # 更新权重 optimizer.step() if (epoch+1) % 10 == 0: print(f...
Awesome Data Science with Python A curated list of awesome resources for practicing data science using Python, including not only libraries, but also links to tutorials, code snippets, blog posts and talks. Core pandas - Data structures built on top of numpy. scikit-learn - Core ML library, ...
Multiline f-strings make it easy to create readable, well-formatted text output for your data analysis work. In the next section, we'll look at some common pitfalls to avoid and best practices to follow when working with f-strings, ensuring your string formatting is both efficient and mainta...
Learn why Python has become the go-to programming language for machine learning and deep learning applications
I have ample experience with Python for data science, machine learning, scripting, and more. Additionally, I know how to fit these things into larger systems in challenging real world scenarios and deal with the events that come up in the... See Jonathan's full profile 5.0 (9) 110/hour ...