Python, Math, Datascience, ML Notes

pybasics

LF Academy session files on Python Basics

pysessions

Python Sessions/Class Materials

data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, Spark, Hadoop MapReduce, HDFS, matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. https://bit.ly/data-notes

hamropasal

Django e-commerce application build on LFAcademy Django Session

jalbayu

Demo Application built using Flask for Datascience Sessions ( Leapfrog Academy )

100-pandas-puzzles

Test your pandas skills with 100 short data manipulation problems

awesome-python

A curated list of awesome Python frameworks, libraries and software. Inspired by awesome-php.

bostonaiml

aiml session for boston chitwan

clinical

simple clinic management project for lfacademy django (WIP)

lfa_problems

Problems for Leapfrog Academy Python Course ( 2nd Batch ) [ARCHIEVED]

numpy-100

100 Numpy exercises

aimlsessions

aiml session notebooks

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-public-datasets

A topic-centric list of high-quality open datasets in public domains. Propose NEW data ☛☛☛PR☛☛☛

CompStats

Code for a workshop on statistical interference using computational methods in Python.

datasessions_may

datasession classes notebooks

flask_ims

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

interactive-coding-challenges

Huge update! Interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

intro2stats

Introduction to Statistics using Python

lfa_students

Leapfrog Academy Students Profile App [ARCHIEVED]

numerical-mooc

A collaborative educational initiative in computational science and engineering.

pathsala

class project to create simple management system for school

Python

All Algorithms implemented in Python

python-ecology-lesson

:page_with_curl: Data Carpentry Python lessons on ecology

PythonDataScienceHandbook

Jupyter Notebooks for the Python Data Science Handbook

PythonProblems

For various python practice problems I've worked through

scipy-2017-tutorial-pandas

SciPy 2017 Pandas Tutorial

skimage-tutorials

Scikit-image tutorials

stats_and_probability

Tutorial on stats and probability