lukamrpython Goto Github PK

05pythonvisualization

Various Scripts for visualization in Python. Matplotlib, GGplot, Seaborn, Bokeh, ScikitImage. Unrelated: Numpy examples also included.

100-nlp-papers

100 Must-Read NLP Papers

2015

Public material for CS109

anatomyofmatplotlib

Anatomy of Matplotlib -- tutorial developed for the SciPy conference

awesome-python

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

beautiful_idiomatic_python

Notes from Raymond Hettinger's talk at PyCon US 2013.

bios8366_homeworks

Homework submissions for Chris Fonnesbeck's BIO8366 class

classifying_data_using_a_support_vector_machine

This is the code for the "Classifying Data using Gradient Descent" by Siraj Raval on Youtube

cogalg

This project is a Computer Vision implementation of general hierarchical pattern discovery principles introduced in README

coursera

coursera-ml-andrewng

use numpy, scipy, and tensorflow to implement these basic ML model and learning algorithm

decision-trees

Python Implementation of the Machine Learning Decision Tree Algorithm for Classification problems.

decisiontreeclassifier

Implementation of a decision tree classification algorithm from scratch in python. Machine Learning!!

decisiontrees

Seminar work "Decision Trees - An Introduction" with presentation, seminar paper, and Python implementation

depy2016

dimensionality_reduction

This is the Code for "Dimensionality Reduction - The Math of Intelligence #5" By Siraj Raval on Youtube

django-wheather-app

tutorial project by PrettyPrinted on django

dsc-networkx-intro-houston-ds-042219

euroscipy2018

euroscipy2018_python_optimization

EuroScipy 2018 Tutorial "A tour of python profiling and optimization"

exploratory_data_analysis_visualization_python

Data analysis and visualization with PyData ecosystem: Pandas, Matplotlib Numpy, and Seaborn

friendly-fitness-app

Python app using kivy

geopandas-demo

Demonstration of GeoPandas for doing GIS in Python, using UK earthquake catalogue as an example.

geopandas-tutorial

Tutorial on geospatial data manipulation with Python

geopandas-tutorial-maptime

graph_convolutional_lstm

High-Order Graph Convolutional Recurrent Neural Network

hands-on-data-analysis-with-pandas

Materials for following along with Hands-On Data Analysis with Pandas.

hospital-management-system

A software application in python kivy framework for hospital management and storage of records .And making data easily available to doctors and hospital personalites.

how-to-predict-stock-prices-easily-demo

How to Predict Stock Prices Easily - Intro to Deep Learning #7 by Siraj Raval on Youtube

intro_machine_learning

Introduction to Machine Learning, a series of IPython Notebook and accompanying slideshow and video