Uninstall Anaconda on macOS

Sometimes you need to re-config your local Anaconda environment, and need to uninstall Anaconda distribution completely. Automatic Uninstallation Step 1 Install the anaconda-clean package 1 conda install anaconda-clean Step 2 Clean your environment The anaconda-clean command will remove all Anaconda-related files and directories with a confirmation prompt before deleting each one. The --yes argument will help you to skip all confirmation and will remove all these files files and directories without confirmation....

October 10, 2020 · 1 min · 178 words · Eric

Pants  [draft]

Reference Pants Official document Getting started with Pants

March 22, 2019 · 1 min · 8 words · Eric

Pandas Best Practice

Data Manipulation Dedup DataFrame Sometimes we want to drop all the duplicated data in our DataFrame, and we can use the drop_duplicates() function. For Example: 1 2 3 4 5 6 7 8 9 10 11 12 df = pd.DataFrame({ 'brand': ['Yum Yum', 'Yum Yum', 'Indomie', 'Indomie', 'Indomie'], 'style': ['cup', 'cup', 'cup', 'pack', 'pack'], 'rating': [4, 4, 3.5, 15, 5] }) df brand style rating 0 Yum Yum cup 4.0 1 Yum Yum cup 4....

March 1, 2019 · 2 min · 330 words · Eric

Basic Usage of Pandas  [draft]

DataFrame Create a DataFrame Get DataFrame Column Headers list(df) Reference RealPython.com: Python Pandas: Tricks & Features You May Not Know TowardDataScience.com: 23 great Pandas codes for Data Scientists Analyticsvidhya.com: 12 Useful Pandas Techniques in Python for Data Manipulation

October 6, 2018 · 1 min · 38 words · Eric

Python Libraries

Stats & exploratory analysis Numpy. Pandas. SciPy. Statsmodels. Patsy. Emcee. Machine Learning Scikit-learn. TensorFlow. Keras. Theano. Lifelines. Data Visualization Matplotlib. Plotly. Seaborn. Geomap. Folium. Networkx. Basemap. Web Scraping BeautifulSoup. ScraPy. Requests. Natural Language Processing NLTK. Gensim. TextBlob. Utility when-changed. tenacity.

March 6, 2015 · 1 min · 40 words · Eric