Repository Index

The 30 Days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than 100 days. Follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw

• 30-days-of-python
• python
• flask
• github

Python Data Science Handbook: full text in Jupyter Notebooks

• scikit-learn
• numpy
• python
• jupyter-notebook

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

• data-analysis
• pandas
• flexible
• alignment

10 Weeks, 20 Lessons, Data Science for All!

• data-science
• python
• data-visualization
• data-analysis

:zap: A Fast, Extensible Progress Bar for Python and CLI

• progressbar
• progressmeter
• progress-bar
• meter

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

• python
• machine-learning
• deep-learning
• data-science

Download market data from Yahoo! Finance's API

• python
• pandas
• yahoo-finance-api
• yahoo-finance

Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.

• llm
• pandas
• ai
• data-analysis

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

• nlp
• datasets
• pytorch
• tensorflow

TranslatedAbu Quantitative Trading System (stocks, options, futures, Bitcoin, machine learning) An open-source quantitative trading and quantitative investment architecture based on Python

• quant
• trade
• machine-learning
• bitcoin

PyGWalker: Turn your dataframe into an interactive UI for visual analysis

• data-analysis
• pandas
• tableau
• tableau-alternative

TuShare is a utility for crawling historical data of China stocks

• python
• finance
• fintech
• stock-market

Statistical data visualization in Python

• python
• data-visualization
• data-science
• matplotlib

Parallel computing with task scheduling

• dask
• python
• pydata
• numpy

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

• pandas-profiling
• pandas-dataframe
• statistics
• jupyter-notebook

TranslatedAI learning roadmap, compiling nearly 200 hands-on cases and projects, with free accompanying teaching materials, for beginners with zero background, focused on job-ready practice! Covers: Python, mathematics, machine learning, data analysis, deep learning, computer vision, natural language processing, PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv and other popular fields

• machine-learning
• deep-learning
• data-analysis
• data-mining

Practice your pandas skills!

• pandas
• jupyter-notebooks
• pandas-tutorial
• python-pandas

Open Machine Learning Course

• machine-learning
• data-analysis
• data-science
• pandas

Modin: Scale your Pandas workflows by changing a single line of code

• dataframe
• pandas
• distributed
• datascience

cuDF - GPU DataFrame Library

• gpu
• rapids
• cudf
• arrow

A terminal spreadsheet multitool for discovering and arranging data

• python
• cli
• csv
• tsv

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

• data-drift
• jupyter-notebook
• pandas-dataframe
• machine-learning

the portable Python dataframe library

• python
• impala
• pandas
• database

Instant Kubernetes-Native Application Observability

• golang
• kubernetes
• ebpf
• vega