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100-days-of-ml-code

100 Days of ML Coding

aeon

A unified framework for machine learning with time series

algorithms

Minimal examples of data structures and algorithms in Python

awesome-for-beginners

A list of awesome beginners-friendly projects.

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

coding-interview-university

A complete computer science study plan to become a software engineer.

cpython

The Python programming language

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

darts

A python library for easy manipulation and forecasting of time series.

data-science-ipython-notebooks

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.

deepchecks

Test Suites for Validating ML Models & Data. Deepchecks is a Python package for comprehensively validating your machine learning models and data with minimal effort.

ds-cheatsheets

erpnext

Free and Open Source Enterprise Resource Planning (ERP)

fastbook

The fastai book, published as Jupyter Notebooks

fetch_nse

Live Nifty50 option chain data from NSE.

frappe

Low code web framework for real world applications, in Python and Javascript

gitignore

A collection of useful .gitignore templates

hackingtool

ALL IN ONE Hacking Tool For Hackers

interactive-coding-challenges

120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

ml-for-beginners

12 weeks, 25 lessons, 50 quizzes, classic Machine Learning for all

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

nltk

NLTK Source

nnfs

Neural Networks from Scratch

openbbterminal

Investment Research for Everyone, Anywhere.

option_freq

Implementation of Black-Scholes option pricing model

paper-tips-and-tricks

Best practice and tips & tricks to write scientific papers in LaTeX, with figures generated in Python or Matlab.

papers-we-love

Papers from the computer science community to read and discuss.

pdpg

A faster pipeline between Pandas and Postgresql via psycopg.

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

project-based-learning

Curated list of project-based tutorials